{"id":2218,"date":"2022-12-15T20:31:59","date_gmt":"2022-12-15T17:31:59","guid":{"rendered":"https:\/\/shadowrobot.com\/?page_id=2218"},"modified":"2025-04-23T12:36:10","modified_gmt":"2025-04-23T11:36:10","slug":"artificial-intelligence-machine-learning","status":"publish","type":"page","link":"https:\/\/shadowrobot.com\/artificial-intelligence-machine-learning\/","title":{"rendered":"Artificial Intelligence &#038; Machine Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2218\" class=\"elementor elementor-2218\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7557f1b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7557f1b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-528913f\" data-id=\"528913f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b38fb1d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b38fb1d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5e7d85e\" data-id=\"5e7d85e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc573f6 elementor-widget elementor-widget-heading\" data-id=\"fc573f6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Artificial Intelligence & Machine Learning<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bdbb02 elementor-widget elementor-widget-html\" data-id=\"1bdbb02\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bg_call_contact\" style=\"background:none;\"> <a class=\"info_block_btn fadeInUp wow\" data-wow-duration=\"0.8s\" href=\"https:\/\/shadowrobot.com\/contact\/\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\" target=\"_blank\">Book a demo<\/a><\/div>\n                \t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-597cf2a\" data-id=\"597cf2a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5983da7 elementor-widget__width-auto animated-fast elementor-invisible elementor-widget elementor-widget-image\" data-id=\"5983da7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1472\" height=\"910\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/top_img_hire.png\" class=\"attachment-full size-full wp-image-590\" alt=\"Shadow Dexterous Hand as used by OpenAI\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/top_img_hire.png 1472w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/top_img_hire-300x185.png 300w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/top_img_hire-1024x633.png 1024w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/top_img_hire-768x475.png 768w\" sizes=\"(max-width: 1472px) 100vw, 1472px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7b23387 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7b23387\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4383982\" data-id=\"4383982\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-040db77 elementor-widget elementor-widget-html\" data-id=\"040db77\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"content_overflow content_section\" \"=\"\">\n\t\t<div class=\"container\">\n            \t\t\t<div class=\"content_block\">\n\t\t\t\t\t\t\t\t<div class=\"content_column content_media vertical_center\">\n\t\t\t\t\t                    <div class=\"img_box fadeInScale wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInScale;\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/Shadow-Robot-Co3795-copy-e1648925699174.jpg.webp\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/Shadow-Robot-Co3795-copy-e1648925699174.jpg.webp\" alt=\"\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data- title=\"\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/Shadow-Robot-Co3795-copy-e1648925699174.jpg.webp\" alt=\"\" title=\"\"><\/noscript>\n                    <\/div>\n                    \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"content_column content_info\">\n\t\t\t\t\t<div class=\"section_description\">\n\t\t\t\t\t<h2 class=\"section_title fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Shadow Robot & AI<\/h2>\n\t\t\t\t\t\t                        <div class=\"typical_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n                        \t<p>You can train our <a href=\"https:\/\/shadowrobot.com\/dexterous-hand-series\/\" target=\"_blank\">Shadow Dexterous Hand<\/a> to manipulate physical objects and complete goal-orientated tasks intuitively.<\/p>\n                        \t<p>Researchers have used neural networks to train our robot Hand in simulation using the trial-and-error principle (reinforcement learning).<\/p>\n<p>The data is then transferred to our robot Hand so that it can perform the desired action in a real-life setting and in real-time.<\/p>\n\n                        <\/div>\n                                            <\/div>\n                    \t\t\t\t<\/div>\n\t\t\t<\/div>\n            \t\t\t\t\t<\/div>\n\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b2e6453 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b2e6453\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-44fb3f3\" data-id=\"44fb3f3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0ba5de8 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ba5de8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-fdaac1d\" data-id=\"fdaac1d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d739ae4 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d739ae4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/shadowrobot.com\/contact\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us to discuss your project<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7151c90 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7151c90\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b39287a animated-fast elementor-invisible\" data-id=\"b39287a\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-12ad082 section_name elementor-widget elementor-widget-heading\" data-id=\"12ad082\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HOW DOES SHADOW HELP WITH YOUR AI & ML NEEDS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b20453 elementor-widget elementor-widget-heading\" data-id=\"3b20453\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A Wealth of Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc4887a elementor-widget elementor-widget-text-editor\" data-id=\"fc4887a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Dextrous Hands have over 100 sensors running at up to 1KHz, giving you insight and accurate data points supporting your research.<\/p><p>\u00a0<\/p><p>Our robots are an incredible source of data with our Hand being an unrivalled system available to researchers around the globe.<\/p><p>\u00a0<\/p><p>Our systems run on ROS, so you can use data immediately in ROS nodes or record to ROSbags for later analysis and learning.<\/p><p>\u00a0<\/p><p>The data collected has a wide variety of ways you can use them:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1d8e00 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"d1d8e00\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tIt can be used in Deep Learning where one uses machine learning to create dynamics models to develop new control methods and to verify the quality of simulations.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-201b72d elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"201b72d\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tImitation learning - using the data from the teleoperation system to help teach learning systems how to perform task.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02988f0 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"02988f0\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tReinforcement learning - using the data to learn how to interact with environments or manipulate objects.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-447cc72\" data-id=\"447cc72\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-60a7676 elementor-widget elementor-widget-video\" data-id=\"60a7676\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=9mDZHU9hmKA&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-beee2d2 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"beee2d2\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e5af2b9\" data-id=\"e5af2b9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-960acbf elementor-widget__width-initial elementor-widget elementor-widget-hotspot\" data-id=\"960acbf\" data-element_type=\"widget\" data-settings=\"{&quot;hotspot&quot;:[{&quot;hotspot_custom_size&quot;:&quot;&quot;,&quot;hotspot_width&quot;:null,&quot;hotspot_height&quot;:null,&quot;hotspot_tooltip_content&quot;:&quot;&lt;strong&gt;Palm flex&lt;\\\/strong&gt;\\nThe extra DOF here allows the little finger to oppose the thumb and gives the palm more human-like behaviour.&quot;,&quot;hotspot_offset_x&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:31,&quot;sizes&quot;:[]},&quot;hotspot_offset_y&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:17,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_position&quot;:&quot;yes&quot;,&quot;hotspot_tooltip_text_wrap&quot;:&quot;yes&quot;,&quot;_id&quot;:&quot;198cbaf&quot;,&quot;hotspot_label&quot;:&quot;&quot;,&quot;hotspot_link&quot;:{&quot;url&quot;:&quot;&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;hotspot_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;hotspot_horizontal&quot;:&quot;left&quot;,&quot;hotspot_vertical&quot;:&quot;top&quot;,&quot;hotspot_position&quot;:&quot;&quot;,&quot;hotspot_position_tablet&quot;:&quot;&quot;,&quot;hotspot_position_mobile&quot;:&quot;&quot;,&quot;hotspot_icon_position&quot;:null,&quot;hotspot_icon_spacing&quot;:null,&quot;hotspot_offset_x_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_x_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}},{&quot;hotspot_custom_size&quot;:&quot;&quot;,&quot;hotspot_width&quot;:null,&quot;hotspot_height&quot;:null,&quot;hotspot_tooltip_content&quot;:&quot;&lt;strong&gt;Wrist&lt;\\\/strong&gt;&lt;br&gt;\\nWith 2 extra DOF at the wrist, it provides flexibility, optimises accurate positioning of the hand, and helps avoid singularities when mounted on a robot arm.\\n&quot;,&quot;hotspot_offset_x&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:41,&quot;sizes&quot;:[]},&quot;hotspot_offset_y&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:45,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_position&quot;:&quot;yes&quot;,&quot;hotspot_tooltip_text_wrap&quot;:&quot;yes&quot;,&quot;_id&quot;:&quot;f8e8d87&quot;,&quot;hotspot_label&quot;:&quot;&quot;,&quot;hotspot_link&quot;:{&quot;url&quot;:&quot;&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;hotspot_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;hotspot_horizontal&quot;:&quot;left&quot;,&quot;hotspot_vertical&quot;:&quot;top&quot;,&quot;hotspot_position&quot;:&quot;&quot;,&quot;hotspot_position_tablet&quot;:&quot;&quot;,&quot;hotspot_position_mobile&quot;:&quot;&quot;,&quot;hotspot_icon_position&quot;:null,&quot;hotspot_icon_spacing&quot;:null,&quot;hotspot_offset_x_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_x_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}},{&quot;hotspot_custom_size&quot;:&quot;&quot;,&quot;hotspot_width&quot;:null,&quot;hotspot_height&quot;:null,&quot;hotspot_tooltip_content&quot;:&quot;&lt;p&gt;&lt;strong&gt;Abduct\\\/Adduct&lt;\\\/strong&gt;&lt;br \\\/&gt;Each finger has an independent side-to-side motion for impressive in-hand manipulation and other movements with advanced dexterity&lt;\\\/p&gt;&quot;,&quot;hotspot_offset_x&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:67,&quot;sizes&quot;:[]},&quot;hotspot_offset_y&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_position&quot;:&quot;yes&quot;,&quot;hotspot_tooltip_text_wrap&quot;:&quot;yes&quot;,&quot;_id&quot;:&quot;da01dc9&quot;,&quot;hotspot_label&quot;:&quot;&quot;,&quot;hotspot_link&quot;:{&quot;url&quot;:&quot;&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;hotspot_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;hotspot_horizontal&quot;:&quot;left&quot;,&quot;hotspot_vertical&quot;:&quot;top&quot;,&quot;hotspot_position&quot;:&quot;&quot;,&quot;hotspot_position_tablet&quot;:&quot;&quot;,&quot;hotspot_position_mobile&quot;:&quot;&quot;,&quot;hotspot_icon_position&quot;:null,&quot;hotspot_icon_spacing&quot;:null,&quot;hotspot_offset_x_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_x_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}},{&quot;hotspot_custom_size&quot;:&quot;&quot;,&quot;hotspot_width&quot;:null,&quot;hotspot_height&quot;:null,&quot;hotspot_tooltip_content&quot;:&quot;&lt;strong&gt;Tendon Driven &lt;\\\/strong&gt;&lt;br&gt;\\nProvides postural stability, shock mitigation, and bending to facilitate dexterous motion.\\n&quot;,&quot;hotspot_offset_x&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:57,&quot;sizes&quot;:[]},&quot;hotspot_offset_y&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:39,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_position&quot;:&quot;yes&quot;,&quot;hotspot_tooltip_text_wrap&quot;:&quot;yes&quot;,&quot;_id&quot;:&quot;a64e997&quot;,&quot;hotspot_label&quot;:&quot;&quot;,&quot;hotspot_link&quot;:{&quot;url&quot;:&quot;&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;hotspot_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;hotspot_horizontal&quot;:&quot;left&quot;,&quot;hotspot_vertical&quot;:&quot;top&quot;,&quot;hotspot_position&quot;:&quot;&quot;,&quot;hotspot_position_tablet&quot;:&quot;&quot;,&quot;hotspot_position_mobile&quot;:&quot;&quot;,&quot;hotspot_icon_position&quot;:null,&quot;hotspot_icon_spacing&quot;:null,&quot;hotspot_offset_x_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_x_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}},{&quot;hotspot_custom_size&quot;:&quot;&quot;,&quot;hotspot_width&quot;:null,&quot;hotspot_height&quot;:null,&quot;hotspot_tooltip_content&quot;:&quot;&lt;strong&gt;Multiple tactile sensing options&lt;\\\/strong&gt;&lt;br&gt;\\nA range of different finger tactile tips are available depending on your dexterity needs\\n&quot;,&quot;hotspot_offset_x&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:52,&quot;sizes&quot;:[]},&quot;hotspot_offset_y&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_position&quot;:&quot;yes&quot;,&quot;hotspot_tooltip_text_wrap&quot;:&quot;yes&quot;,&quot;_id&quot;:&quot;b2904a4&quot;,&quot;hotspot_label&quot;:&quot;&quot;,&quot;hotspot_link&quot;:{&quot;url&quot;:&quot;&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;hotspot_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;hotspot_horizontal&quot;:&quot;left&quot;,&quot;hotspot_vertical&quot;:&quot;top&quot;,&quot;hotspot_position&quot;:&quot;&quot;,&quot;hotspot_position_tablet&quot;:&quot;&quot;,&quot;hotspot_position_mobile&quot;:&quot;&quot;,&quot;hotspot_icon_position&quot;:null,&quot;hotspot_icon_spacing&quot;:null,&quot;hotspot_offset_x_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_x_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_offset_y_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;hotspot_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}],&quot;hotspot_sequenced_animation&quot;:&quot;yes&quot;,&quot;tooltip_position_tablet&quot;:&quot;left&quot;,&quot;tooltip_position_mobile&quot;:&quot;top&quot;,&quot;tooltip_trigger_tablet&quot;:&quot;click&quot;,&quot;hotspot_sequenced_animation_duration&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;tooltip_position&quot;:&quot;top&quot;,&quot;tooltip_trigger&quot;:&quot;click&quot;,&quot;tooltip_animation&quot;:&quot;e-hotspot--fade-in-out&quot;}\" data-widget_type=\"hotspot.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<img decoding=\"async\" width=\"478\" height=\"1024\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/Sensors-Hand-without-points-478x1024.png\" class=\"attachment-large size-large wp-image-2221\" alt=\"\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/Sensors-Hand-without-points-478x1024.png 478w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/Sensors-Hand-without-points-140x300.png 140w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/Sensors-Hand-without-points.png 496w\" sizes=\"(max-width: 478px) 100vw, 478px\" title=\"\">\n\t\t\t\t\t\t<div class=\"e-hotspot elementor-repeater-item-198cbaf e-hotspot--sequenced e-hotspot--position-left e-hotspot--position-top   e-hotspot--circle\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--soft-beat\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__tooltip  e-hotspot--tooltip-position e-hotspot--fade-in-out \" >\n\t\t\t\t\t\t<strong>Palm flex<\/strong>\nThe extra DOF here allows the little finger to oppose the thumb and gives the palm more human-like behaviour.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\n\t\t\t\t\t\t<div class=\"e-hotspot elementor-repeater-item-f8e8d87 e-hotspot--sequenced e-hotspot--position-left e-hotspot--position-top   e-hotspot--circle\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--soft-beat\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__tooltip  e-hotspot--tooltip-position e-hotspot--fade-in-out \" >\n\t\t\t\t\t\t<strong>Wrist<\/strong><br>\nWith 2 extra DOF at the wrist, it provides flexibility, optimises accurate positioning of the hand, and helps avoid singularities when mounted on a robot arm.\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\n\t\t\t\t\t\t<div class=\"e-hotspot elementor-repeater-item-da01dc9 e-hotspot--sequenced e-hotspot--position-left e-hotspot--position-top   e-hotspot--circle\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--soft-beat\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__tooltip  e-hotspot--tooltip-position e-hotspot--fade-in-out \" >\n\t\t\t\t\t\t<p><strong>Abduct\/Adduct<\/strong><br \/>Each finger has an independent side-to-side motion for impressive in-hand manipulation and other movements with advanced dexterity<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\n\t\t\t\t\t\t<div class=\"e-hotspot elementor-repeater-item-a64e997 e-hotspot--sequenced e-hotspot--position-left e-hotspot--position-top   e-hotspot--circle\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--soft-beat\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__tooltip  e-hotspot--tooltip-position e-hotspot--fade-in-out \" >\n\t\t\t\t\t\t<strong>Tendon Driven <\/strong><br>\nProvides postural stability, shock mitigation, and bending to facilitate dexterous motion.\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\n\t\t\t\t\t\t<div class=\"e-hotspot elementor-repeater-item-b2904a4 e-hotspot--sequenced e-hotspot--position-left e-hotspot--position-top   e-hotspot--circle\">\n\n\t\t\t\t\t\t\t\t<div class=\"e-hotspot__button e-hotspot--soft-beat\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__outer-circle\"><\/div>\n\t\t\t\t\t\t<div class=\"e-hotspot__inner-circle\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"e-hotspot__tooltip  e-hotspot--tooltip-position e-hotspot--fade-in-out \" >\n\t\t\t\t\t\t<strong>Multiple tactile sensing options<\/strong><br>\nA range of different finger tactile tips are available depending on your dexterity needs\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7d40469\" data-id=\"7d40469\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f0014e7 elementor-widget elementor-widget-html\" data-id=\"f0014e7\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"section_description\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"section_name fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">HOW DOES SHADOW HELP WITH YOUR AI & ML NEEDS\n<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"section_title fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Sensors & Features<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"typical_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n\t\t\t\t\t\t\t<p>\u201cThey who have the most data win\u201d - This is why Shadow Dexterous Hands include a variety of sensors that provide you with precise data at a rate of up to 1kHz. \n\nThe hand includes 20 motors, each equipped with temperature, voltage and current sensors, and left and right strain gauges.<br><br> There are two tendons on each joint going to the motors  - the load on each tendon is measured by the respective strain gauge.<\/p>\n\t\t\t\t<ul class=\"check_list fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>The positions are tracked by 26 Hall effect sensors which sense the angle of each joint locally with typical resolution of 0.2 degrees.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>The palm features an IMU with a three-axis gyroscope and a three-axis accelerometer.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>All Shadow Hands have Pressure Sensor Tactiles (PSTs) fitted as standard in the fingertips. They are single region temperature compensated sensor with high sensitivity. There are options for different fingertip sensors.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Each Dexterous Hand features 5 analog channels and an auxiliary SPI port on the back of the palm allowing you to add your own additional sensors.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>The position control loop runs at 1 kHz with control variables (setpoint, process value, output etc\u2026) published at the same rate.<\/li>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ce6381d elementor-section-full_width elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"ce6381d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ce9a467\" data-id=\"ce9a467\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c73b117 elementor-pagination-position-outside elementor--h-position-center elementor--v-position-middle elementor-arrows-position-inside elementor-widget elementor-widget-slides\" data-id=\"c73b117\" data-element_type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;transition&quot;:&quot;slide&quot;,&quot;transition_speed&quot;:500}\" data-widget_type=\"slides.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-slides-wrapper elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\" dir=\"ltr\" data-animation=\"fadeInRight\">\n\t\t\t\t<div class=\"swiper-wrapper elementor-slides\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-ca17837 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-description\"><div class=\"content_block right\">\n\t\t\t\t\t\t\t\t<div class=\"content_column content_media vertical_center\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"video_box fadeInScale wow popup_show\" data-wow-duration=\"0.8s\" href=\"#popup_video_cx8eznfDUJA\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInScale;\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/open_ai_video.jpg\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/open_ai_video.jpg\" alt=\"Artificial Intelligence &amp; Machine Learning - ai video 1.jpg\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data-=\"\" title=\"Artificial Intelligence &amp; Machine Learning 5\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/open_ai_video.jpg\" alt=\"Artificial Intelligence &amp; Machine Learning - ai video 1.jpg\" title=\"Artificial Intelligence &amp; Machine Learning 6\"><\/noscript>\n                        <div class=\"video_box_play\">\n                            <svg class=\"svg_play\">\n                                <use xlink:href=\"https:\/\/shadowrobot.com\/wp-content\/themes\/shadow-robot\/images\/sprite\/sprite.svg#play\"><\/use>\n                            <\/svg>\n                        <\/div>\n                    <\/a>\n                    \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"content_column content_info\">\n\t\t\t\t\t<div class=\"section_description\">\n\t\t\t\t\t\t                        <h2 class=\"section_name fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Case studies<\/h2>\n                                                <h2 class=\"section_title fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">OpenAI<\/h2>\n                                                <div class=\"typical_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n                        \t<p>We\u2019ve worked with OpenAI, founded by business tycoons, Elon Musk and Sam Altman to advance research within AI and machine learning using the Shadow Dexterous Hand.<\/p>\n                        <\/div>\n                                            <\/div>\n                    \t\t\t\t\t<ul class=\"check_list fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/openai.com\/blog\/learning-dexterity\/\" target=\"_blank\" rel=\"noopener\">OpenAI<\/a> used the Shadow Hand to study ways of learning dexterity using the complex task of solving a Rubik\u2019s cube single-handedly.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>They trained their system entirely in simulation via reinforcement learning.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Shadow Dexterous Hand demonstrated the learnings in the real world. No fine-tuning needed.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Featured on BBC News and the front page of the New York Times.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n<div class=\"popup_fade youtube\" id=\"popup_video_cx8eznfDUJA\">\n        <div class=\"popup_video_wrap\">\n\t\t\t<div class=\"popup_video_center\">\n\t\t\t\t<div class=\"popup_video_box\">\n                    <button class=\"popup_close\">\n                        <svg class=\"svg_close\">\n                            <use xlink:href=\"https:\/\/shadowrobot.com\/wp-content\/themes\/shadow-robot\/images\/sprite\/sprite.svg#close\"><\/use>\n                        <\/svg>\n                    <\/button>\n                    <div class=\"popup_video_container\">\n                        <iframe src=\"https:\/\/www.youtube.com\/embed\/jwSbzNHGflM?enablejsapi=1&amp;version=3&amp;playerapiid=ytplayer\" title=\"YouTube video player\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div><\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Click Here<\/div><\/div><\/div><\/div><div class=\"elementor-repeater-item-756f2d6 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-description\"><div class=\"content_block\">\n\t\t\t\t\t\t\t\t<div class=\"content_column content_media vertical_center\">\n\t\t\t\t\t                    <div class=\"img_box fadeInScale wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInScale;\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/human_dexterity_-_social_media_image_1.jpg__700x350_q85_crop_subsampling-2_upscale.jpg.webp\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/human_dexterity_-_social_media_image_1.jpg__700x350_q85_crop_subsampling-2_upscale.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - human dexterity social media image 1.jpg 700x350 q85 crop subsampling 2 upscale.jpg\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data-=\"\" title=\"Artificial Intelligence &amp; Machine Learning 7\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/human_dexterity_-_social_media_image_1.jpg__700x350_q85_crop_subsampling-2_upscale.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - human dexterity social media image 1.jpg 700x350 q85 crop subsampling 2 upscale.jpg\" title=\"Artificial Intelligence &amp; Machine Learning 8\"><\/noscript>\n                    <\/div>\n                    \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"content_column content_info\">\n\t\t\t\t\t<div class=\"section_description\">\n\t\t\t\t\t\t                        <h3 class=\"section_name fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Case studies<\/h3>\n                                                <h3 class=\"section_title fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Human Brain Project (HBP)<\/h3>\n                                                <div class=\"typical_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n                        \t<p>HBP and Maastricht University successfully integrate and simulate the Shadow Hand on the HBP Neurorobotics Platform which connects a physics simulator to a variety of neural networks (or brains).<\/p>\n                        <\/div>\n                                            <\/div>\n                    \t\t\t\t\t<ul class=\"check_list fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/www.humanbrainproject.eu\/en\/follow-hbp\/news\/a-coming-generation-of-robots-will-have-more-human-hands\/\" target=\"_blank\" rel=\"noopener\">The Human Brain Project<\/a> added the virtual Shadow Hand to their EBRAINS infrastructure to learn more about how the brain coordinates complex hand movements. <\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Each Shadow Hand joint can be individually linked to both the input and\/or output of the brain.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Contact-based feedback is forwarded to the brain. No need for time-consuming physical setups.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div><\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Click Here<\/div><\/div><\/div><\/div><div class=\"elementor-repeater-item-be97897 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-description\"><div class=\"content_block right\">\n\t\t\t\t\t\t\t\t<div class=\"content_column content_media vertical_center\">\n\t\t\t\t\t                    <div class=\"img_box fadeInScale wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInScale;\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/ai_img_1.jpg.webp\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/ai_img_1.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - ai img 1.jpg\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data-=\"\" title=\"Artificial Intelligence &amp; Machine Learning 9\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2021\/10\/ai_img_1.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - ai img 1.jpg\" title=\"Artificial Intelligence &amp; Machine Learning 10\"><\/noscript>\n                    <\/div>\n                    \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"content_column content_info\">\n\t\t\t\t\t<div class=\"section_description\">\n\t\t\t\t\t\t                        <h3 class=\"section_name fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Case studies<\/h3>\n                                                <h3 class=\"section_title fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Google Brain<\/h3>\n                                                <div class=\"typical_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n                        \t<p>Google Brain used the Shadow Hand to learn how to manipulate multiple objects using just a few hours of real-world data.<\/p>\n                        <\/div>\n                                            <\/div>\n                    \t\t\t\t\t<ul class=\"check_list fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>The team used a novel robot task planning technique involving deep dynamics models (DDM).<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>They were able to manipulate multiple objects with just four hours of real-world data.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>More info about the impressive results in this <a href=\"https:\/\/venturebeat.com\/2019\/09\/27\/google-robotic-hand-ai-can-rotate-baoding-balls-with-under-4-hours-of-training-data\/\" target=\"_blank\" rel=\"noopener\">article.<\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div><\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Click Here<\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Previous slide\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next slide\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ff6aea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ff6aea\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b2a99da\" data-id=\"b2a99da\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c5b6974 section_name elementor-widget elementor-widget-heading\" data-id=\"c5b6974\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">WHITE PAPER<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d48db50 elementor-widget elementor-widget-heading\" data-id=\"d48db50\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sign Up<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30defa0 elementor-widget elementor-widget-text-editor\" data-id=\"30defa0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Don&#8217;t miss out on the opportunity to be among the first to access our exclusive pre-release white paper on the use of Dexterous Hands in AI and Machine Learning. Sign up now to be the first to receive a copy of the white paper as soon as it becomes available.<\/p><p>\u00a0<\/p><p>Don&#8217;t wait, sign up now and stay ahead of the curve in the world of AI and machine learning.<br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c1350d4\" data-id=\"c1350d4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a707c34 elementor-widget elementor-widget-html\" data-id=\"a707c34\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pipedriveWebForms\" data-pd-webforms=\"https:\/\/webforms.pipedrive.com\/f\/m1mzWVdyJJZtUAyGQWht0IIFepkZWN7oPqBzCcjJP9w6MbyizF5ByURMCmCe279\"><script 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Intelligence &amp; Machine Learning\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"2218\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tName\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Name:\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label 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e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-md\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Submit<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fafd53c elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"fafd53c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"sc-bZnhIo bkinSS\">Never submit passwords or credit card information through this form.<\/div><div>\u00a0<\/div><div class=\"sc-bZnhIo bkinSS\">This site is protected by reCAPTCHA and the Google <a href=\"https:\/\/policies.google.com\/privacy?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Privacy Policy<\/a> and <a href=\"https:\/\/policies.google.com\/terms?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Terms of Service<\/a> apply.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f929f1 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f929f1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-23e1f33\" data-id=\"23e1f33\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c74dbcd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c74dbcd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-aa094d9\" data-id=\"aa094d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b59a2f1 elementor-widget elementor-widget-image\" data-id=\"b59a2f1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"469\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_5.jpg\" class=\"attachment-large size-large wp-image-2048\" alt=\"Best Hardware for AI \/ Best Hardware Startup for AI\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_5.jpg 600w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_5-300x235.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-bba3342\" data-id=\"bba3342\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-acf854f elementor-widget elementor-widget-text-editor\" data-id=\"acf854f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\">Shadow is a proud winner of Awards.<\/p><p style=\"text-align: center;\">AI 2020 and the AIconics Award 2019 for<strong> Best Innovation in <a href=\"https:\/\/shadowrobot.com\/\">AI Hardware<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-acfc862\" data-id=\"acfc862\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-712d221 elementor-widget elementor-widget-image\" data-id=\"712d221\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"469\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_1.jpg\" class=\"attachment-large size-large wp-image-2044\" alt=\"The AIconics award for Best Innovation in AI Hardware\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_1.jpg 600w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/09\/award_1-300x235.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-91d3daa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91d3daa\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-acba35f\" data-id=\"acba35f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f4fea3f section_name elementor-widget elementor-widget-heading\" data-id=\"f4fea3f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Case studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ee5395 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ee5395\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1ecec02\" data-id=\"1ecec02\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b2b7b30 elementor-widget elementor-widget-video\" data-id=\"b2b7b30\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=jwSbzNHGflM&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f50fd2 elementor-widget elementor-widget-heading\" data-id=\"6f50fd2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">OpenAI<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af025e9 elementor-widget elementor-widget-text-editor\" data-id=\"af025e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We\u2019ve worked with OpenAI, founded by business tycoons, Elon Musk and Sam Altman to advance research within AI and machine learning using the Shadow Dexterous Hand.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a6c14c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6c14c1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1b3fafd\" data-id=\"1b3fafd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e0f00f elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"6e0f00f\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/openai.com\/blog\/learning-dexterity\/\" target=\"_blank\" rel=\"noopener\">OpenAI<\/a> used the Shadow Hand to study ways of learning dexterity using the complex task of solving a Rubik\u2019s cube single-handedly.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8549a53 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"8549a53\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThey trained their system entirely in simulation via reinforcement learning.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8db2d1e elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"8db2d1e\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tShadow Dexterous Hand demonstrated the learnings in the real world. No fine-tuning needed.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e32b41 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"6e32b41\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFeatured on BBC News and the front page of the New York Times.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-cd65fb4\" data-id=\"cd65fb4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-57bc8c0 animated-fast elementor-invisible elementor-widget elementor-widget-image\" data-id=\"57bc8c0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/human-brain-project-1024x575.jpg\" class=\"attachment-large size-large wp-image-2231\" alt=\"\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/human-brain-project-1024x575.jpg 1024w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/human-brain-project-300x169.jpg 300w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/human-brain-project-768x431.jpg 768w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/human-brain-project.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5221fc elementor-widget elementor-widget-heading\" data-id=\"d5221fc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Human Brain Project (HBP)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aead55e elementor-widget elementor-widget-text-editor\" data-id=\"aead55e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>HBP and Maastricht University successfully integrate and simulate the Shadow Hand on the HBP Neurorobotics Platform which connects a physics simulator to a variety of neural networks (or brains).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d7c2cdd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d7c2cdd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1a96299\" data-id=\"1a96299\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26e76de elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"26e76de\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.humanbrainproject.eu\/en\/follow-hbp\/news\/a-coming-generation-of-robots-will-have-more-human-hands\/\" target=\"_blank\" rel=\"noopener\">The Human Brain Project<\/a> added the virtual Shadow Hand to their EBRAINS infrastructure to learn more about how the brain coordinates complex hand movements. \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcc7593 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"bcc7593\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tEach Shadow Hand joint can be individually linked to both the input and\/or output of the brain.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b1c2e4 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"9b1c2e4\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tContact-based feedback is forwarded to the brain. No need for time-consuming physical setups.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ff964a6\" data-id=\"ff964a6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e4d117 animated-fast elementor-invisible elementor-widget elementor-widget-image\" data-id=\"3e4d117\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/google-brain-1024x575.jpg\" class=\"attachment-large size-large wp-image-2230\" alt=\"\" srcset=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/google-brain-1024x575.jpg 1024w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/google-brain-300x169.jpg 300w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/google-brain-768x431.jpg 768w, https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/12\/google-brain.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7416f44 elementor-widget elementor-widget-heading\" data-id=\"7416f44\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Google Brain<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1b4556 elementor-widget elementor-widget-text-editor\" data-id=\"d1b4556\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Google Brain used the Shadow Hand to learn how to manipulate multiple objects using just a few hours of real-world data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-74f41ce elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74f41ce\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-c9855a2\" data-id=\"c9855a2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c56cd69 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"c56cd69\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThe team used a novel robot task planning technique involving deep dynamics models (DDM).\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cfe66d elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"8cfe66d\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThey were able to manipulate multiple objects with just four hours of real-world data.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17b2be6 elementor-position-left check_list elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"17b2be6\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tRead more about <a href=\"https:\/\/venturebeat.com\/2019\/09\/27\/google-robotic-hand-ai-can-rotate-baoding-balls-with-under-4-hours-of-training-data\/\" target=\"_blank\" rel=\"noopener\">Google Brain's results with Shadow Hand manipulation. <\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c49787 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6c49787\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-71a2a06\" data-id=\"71a2a06\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4183a42 elementor-pagination-position-outside elementor--h-position-center elementor--v-position-middle elementor-arrows-position-inside elementor-widget elementor-widget-slides\" data-id=\"4183a42\" data-element_type=\"widget\" data-settings=\"{&quot;autoplay_speed&quot;:8000,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;transition&quot;:&quot;slide&quot;,&quot;transition_speed&quot;:500}\" data-widget_type=\"slides.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-slides-wrapper elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\" dir=\"ltr\" data-animation=\"fadeInRight\">\n\t\t\t\t<div class=\"swiper-wrapper elementor-slides\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-ca17837 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-description\"><div class=\"concept_item_inner\">\n                                        <div class=\"concept_item_img\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/openai-shadow-dexterous-hand-simulated-camera-grid.png.webp\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/openai-shadow-dexterous-hand-simulated-camera-grid.png.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - openai shadow dexterous hand simulated camera grid.png\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data-=\"\" title=\"Artificial Intelligence &amp; Machine Learning 11\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/openai-shadow-dexterous-hand-simulated-camera-grid.png.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - openai shadow dexterous hand simulated camera grid.png\" title=\"Artificial Intelligence &amp; Machine Learning 12\"><\/noscript>\n                    <\/div>\n                                        <div class=\"concept_item_info\">\n                        <div class=\"concept_item_description\">\n                        \t                            <h4 class=\"section_name\">Testimonials<\/h4>\n                                                        <h4 class=\"section_title\">OpenAI<\/h4>\n                                                        <div class=\"typical_text\">\n                            \t<p>\u201cPeople are able to perform a wide range of dexterous manipulation tasks in a diverse set of environments, making the human hand a grounded source of inspiration for research into robotic manipulation\u201d<\/p>\n<p>OpenAI<\/p>\n                            <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div><\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Click Here<\/div><\/div><\/div><\/div><div class=\"elementor-repeater-item-756f2d6 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-description\"><div class=\"concept_item_inner\">\n                                        <div class=\"concept_item_img\">\n                        <img decoding=\"async\" data-lazyloaded=\"1\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/SHADOW-IMAGE-WP-e1648929289513.jpg.webp\" data-src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/SHADOW-IMAGE-WP-e1648929289513.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - SHADOW IMAGE WP e1648929289513.jpg\" data-ll-status=\"loaded\" class=\"entered litespeed-loaded\" data-=\"\" title=\"Artificial Intelligence &amp; Machine Learning 13\"><noscript><img decoding=\"async\" src=\"https:\/\/shadowrobot.com\/wp-content\/uploads\/2022\/04\/SHADOW-IMAGE-WP-e1648929289513.jpg.webp\" alt=\"Artificial Intelligence &amp; Machine Learning - SHADOW IMAGE WP e1648929289513.jpg\" title=\"Artificial Intelligence &amp; Machine Learning 14\"><\/noscript>\n                    <\/div>\n                                        <div class=\"concept_item_info\">\n                        <div class=\"concept_item_description\">\n                        \t                            <h3 class=\"section_name\">Testimonials<\/h3>\n                                                        <h2 class=\"section_title\">Human Brain Project &amp; Maastricht University<\/h2>\n                                                        <div class=\"typical_text\">\n                            \t<p>\u201cThe Shadow Hand exhibits human-level dexterity which allows a research team at Maastricht University to study how the brain coordinates complex hand movements\u2026 By providing a highly realistic model of the human hand, the Shadow Hand allows neuroscientists to develop more realistic models around how the human brain works.\u201d<\/p>\n<p>Mario Senden, Assistant Professor<br>\nFaculty of Psychology and Neuroscience at Maastricht University<\/p>\n                            <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div><\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Click Here<\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Previous slide\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next slide\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e107c82 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"e107c82\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5c145fa\" data-id=\"5c145fa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-153222a elementor-widget elementor-widget-html\" data-id=\"153222a\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"   bg_call_contact\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"info_block_description\">\n                \t\t\t\t<div class=\"info_block_text fadeInUp wow\" data-wow-duration=\"0.8s\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">\n                    <p>Learn more about our product's capabilities for Deep Learning.<\/p>\n\t\t\t\t<\/div>\n                \t\t\t\t<a class=\"info_block_btn fadeInUp wow\" data-wow-duration=\"0.8s\" href=\"https:\/\/shadowrobot.com\/contact\/\" style=\"visibility: visible; animation-duration: 0.8s; animation-name: fadeInUp;\">Contact us<\/a>\n                \t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence &#038; Machine Learning Book a demo Shadow Robot &#038; AI You can train our Shadow Dexterous Hand to manipulate physical objects and complete goal-orientated tasks intuitively. Researchers have used neural networks to train our robot Hand in simulation using the trial-and-error principle (reinforcement learning). The data is then transferred to our robot Hand [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-2218","page","type-page","status-publish","hentry"],"rankMath":{"parentDomain":"shadowrobot.com","noFollowDomains":[],"noFollowExcludeDomains":[],"noFollowExternalLinks":false,"featuredImageNotice":"The featured image should be at least 200 by 200 pixels to be picked up by Facebook and other social media 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