{"id":33179,"date":"2024-04-11T15:09:01","date_gmt":"2024-04-11T13:09:01","guid":{"rendered":"https:\/\/ntnrobotics.com\/?post_type=event&#038;p=33179"},"modified":"2024-12-06T17:41:38","modified_gmt":"2024-12-06T16:41:38","slug":"data-management","status":"publish","type":"event","link":"https:\/\/ntnrobotics.com\/fr\/event\/data-management\/","title":{"rendered":"Renforcer la collaboration homme-robot"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"33179\" class=\"elementor elementor-33179\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"event\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-7c9668dc e-flex e-con-boxed e-con e-parent\" data-id=\"7c9668dc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4aba1757 elementor-widget elementor-widget-text-editor\" data-id=\"4aba1757\" data-element_type=\"widget\" data-e-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><\/p><h3><strong>R\u00e9sum\u00e9 de l\u2019atelier<\/strong><\/h3><p>L\u2019atelier sur la collaboration homme-robot, tenu le 29 ao\u00fbt au Swiss Cobotics Competence Center (S3C) \u00e0 Bienne, a r\u00e9uni des professionnels de l\u2019industrie, des chercheurs et des passionn\u00e9s de robotique. \u00c0 travers des conf\u00e9rences, \u00e9tudes de cas, discussions en panel et s\u00e9ances de groupes, les participants ont explor\u00e9 les d\u00e9fis et propos\u00e9 des solutions concernant la gestion des donn\u00e9es en robotique. La journ\u00e9e a \u00e9t\u00e9 structur\u00e9e autour de quatre th\u00e9matiques principales : Travail Collaboratif et Apprentissage, Gestion des Donn\u00e9es, Collaboration Responsable et Auto-Am\u00e9lioration des Robots, avec des discussions d\u00e9bouchant sur des id\u00e9es concr\u00e8tes pour des projets futurs.<\/p><h5><strong>Besoins\/D\u00e9fis Identifi\u00e9s<\/strong><\/h5><ul><li><strong>Travail Collaboratif et Apprentissage<\/strong> :<ul><li>Adoption limit\u00e9e des robots collaboratifs dans l\u2019industrie en raison de pr\u00e9occupations li\u00e9es \u00e0 la s\u00e9curit\u00e9, aux responsabilit\u00e9s l\u00e9gales et aux r\u00e9glementations.<\/li><li>Difficult\u00e9 \u00e0 faire passer les avanc\u00e9es de la recherche \u00e0 des applications industrielles concr\u00e8tes.<\/li><li>Variabilit\u00e9 du comportement humain, rendant les interactions homme-robot complexes et n\u00e9cessitant des techniques avanc\u00e9es de collecte et d\u2019analyse de donn\u00e9es.<\/li><li>Difficult\u00e9 pour les robots \u00e0 adapter l\u2019apprentissage par renforcement aux environnements r\u00e9els.<\/li><\/ul><\/li><li><strong>Gestion des Donn\u00e9es<\/strong> :<ul><li>Gestion et traitement des ensembles de donn\u00e9es \u00e0 grande \u00e9chelle, exigeant des ressources importantes.<\/li><li>Manque de bases de donn\u00e9es publiques disponibles pour l\u2019entra\u00eenement des robots.<\/li><li>Difficult\u00e9s \u00e0 d\u00e9velopper des mod\u00e8les de donn\u00e9es g\u00e9n\u00e9ralisables pour le traitement sensoriel et la perception.<\/li><li>Complexit\u00e9 de l\u2019int\u00e9gration de la conformit\u00e9 r\u00e9glementaire avec l\u2019analyse des donn\u00e9es.<\/li><\/ul><\/li><li><strong>Collaboration Responsable<\/strong> :<ul><li>Garantir la s\u00e9curit\u00e9 dans les interactions homme-robot, notamment dans des environnements dynamiques.<\/li><li>\u00c9quilibrer l\u2019innovation et la s\u00e9curit\u00e9 dans les espaces publics et la robotique d\u2019assistance.<\/li><li>R\u00e9duire les forces de collision et adapter les robots aux interactions humaines en temps r\u00e9el.<\/li><\/ul><\/li><li><strong>Auto-Am\u00e9lioration des Robots<\/strong> :<ul><li>Permettre aux robots de s\u2019adapter et d\u2019apprendre de mani\u00e8re autonome dans des applications r\u00e9elles.<\/li><li>D\u00e9velopper des strat\u00e9gies d\u2019apprentissage sophistiqu\u00e9es pour am\u00e9liorer les performances des robots.<\/li><li>Sp\u00e9cialiser les robots pour des t\u00e2ches sp\u00e9cifiques gr\u00e2ce \u00e0 des mod\u00e8les fondamentaux.<\/li><\/ul><\/li><\/ul><h5><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-34379\" src=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-1085x720.png\" alt=\"\" width=\"1085\" height=\"720\" srcset=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-1085x720.png 1085w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-1627x1080.png 1627w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-542x360.png 542w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-768x510.png 768w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1-1536x1019.png 1536w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic2-1.png 2022w\" sizes=\"(max-width: 1085px) 100vw, 1085px\" \/><\/h5><h5><strong>Solutions Propos\u00e9es<\/strong><\/h5><p><strong>Travail Collaboratif et Apprentissage<\/strong><\/p><ul><li>D\u00e9velopper des syst\u00e8mes flexibles pour cat\u00e9goriser les t\u00e2ches et les comp\u00e9tences requises, soutenus par une plateforme unifi\u00e9e.<\/li><li>\u00c9tablir des normes de s\u00e9curit\u00e9 universelles adaptables \u00e0 divers environnements.<\/li><li>Encourager les partenariats entre l\u2019industrie et le milieu acad\u00e9mique pour combler l\u2019\u00e9cart entre la recherche et l\u2019application pratique, en utilisant des ensembles de donn\u00e9es partag\u00e9s.<\/li><\/ul><p><strong>Gestion des Donn\u00e9es<\/strong><\/p><ul><li>Cr\u00e9er des plateformes centralis\u00e9es pour la collecte, la curation et le traitement des donn\u00e9es.<\/li><li>D\u00e9velopper des d\u00e9p\u00f4ts open source pour des ensembles de donn\u00e9es robotiques respectant les conditions du monde r\u00e9el.<\/li><li>Innover des m\u00e9thodes de compression des donn\u00e9es pour am\u00e9liorer l\u2019efficacit\u00e9 du stockage et la vitesse de traitement.<\/li><li>Former les robots sur des ensembles de donn\u00e9es diversifi\u00e9s pour mieux g\u00e9rer la variabilit\u00e9 des comportements humains.<\/li><\/ul><p><strong>Collaboration Responsable<\/strong><\/p><ul><li>Mettre en \u0153uvre des concepts de s\u00e9curit\u00e9 globaux combinant s\u00e9curit\u00e9 des machines et s\u00e9curit\u00e9 industrielle.<\/li><li>Explorer des approches telles que le guidage kinesth\u00e9sique et la t\u00e9l\u00e9op\u00e9ration pour am\u00e9liorer l\u2019adaptabilit\u00e9 des robots.<\/li><li>Concevoir des boucles de r\u00e9troaction en temps r\u00e9el pour un apprentissage mutuel entre humains et robots.<\/li><\/ul><p><strong>Auto-Am\u00e9lioration des Robots<\/strong><\/p><ul><li>Faciliter le partage des strat\u00e9gies d\u2019apprentissage et des mod\u00e8les r\u00e9ussis via des bases de connaissances centralis\u00e9es.<\/li><li>\u00c9tendre les applications de l\u2019apprentissage par renforcement au-del\u00e0 des simulations aux environnements r\u00e9els.<\/li><li>D\u00e9velopper des mod\u00e8les fondamentaux adapt\u00e9s \u00e0 des t\u00e2ches sp\u00e9cifiques pour am\u00e9liorer les performances dans des domaines comme l\u2019assemblage et l\u2019inspection.<\/li><\/ul><p>Ces id\u00e9es peuvent d\u00e9sormais \u00eatre soumises pour un d\u00e9veloppement et un financement suppl\u00e9mentaire via des initiatives telles que IB Robotics et IB Artificial Intelligence.<\/p><h3><img decoding=\"async\" class=\"alignnone size-medium wp-image-34378\" src=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-1079x720.png\" alt=\"\" width=\"1079\" height=\"720\" srcset=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-1079x720.png 1079w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-1618x1080.png 1618w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-539x360.png 539w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-768x513.png 768w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1-1536x1025.png 1536w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/HRCpic1.png 1930w\" sizes=\"(max-width: 1079px) 100vw, 1079px\" \/><\/h3><h3><strong>Workshop \u00ab\u00a0Empowering Human-Robot Collaboration\u00a0\u00bb<\/strong><\/h3><p><strong>Date:<\/strong> August 29th, 2024<\/p><p><strong>Location: <\/strong>Switzerland Innovation Park Biel\/Bienne (SIPBB facility)<\/p><p><strong>Language\u00a0:<\/strong> English<\/p><p><img decoding=\"async\" class=\"alignnone size-medium wp-image-33550\" src=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-1153x720.png\" alt=\"\" width=\"1153\" height=\"720\" srcset=\"https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-1153x720.png 1153w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-1729x1080.png 1729w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-576x360.png 576w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-768x480.png 768w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-1536x959.png 1536w, https:\/\/ntnrobotics.com\/wp-content\/uploads\/human-robot_Web-ENG-1-2048x1279.png 2048w\" sizes=\"(max-width: 1153px) 100vw, 1153px\" \/><\/p><p><strong>Objective:<\/strong><\/p><p>The Workshop on \u00ab\u00a0Empowering Human-Robot Collaboration\u00a0\u00bb aims to bring together robotics enthusiasts, researchers, and industry professionals to discuss and address the pressing issues surrounding data management in robotics applications. Through keynotes, case studies, and breakout groups, participants will gain valuable insights into tackling data-related challenges in robotics and explore potential solutions.<\/p><p><strong>Agenda:<\/strong><\/p><ul><li>8:30 \u2013 09:00 : Registration and Welcome Coffee<\/li><li>9:00 \u2013 9:30 : Opening Remarks by Swiss Cobotics Competence Center and Innovation Boosters Robotics and Artificial Intelligence.<\/li><li>9:30 &#8211; 10:30 : Presentation of the challenges<\/li><\/ul><p style=\"padding-left: 80px;\"><strong>Challenge 1:<\/strong><strong>\u00a0<\/strong>Coworking and Learning<\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>With the participation of: <strong><a href=\"https:\/\/www.linkedin.com\/in\/buschbapti\/\"><span style=\"color: #0000ff;\">Baptiste Busch<\/span><\/a><\/strong><span style=\"color: #0000ff;\">,<\/span> AICA and <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/maryam-rezayati-a08405135\/\">Maryam Reyazati<\/a><\/strong><\/span>, ZHAW<\/li><\/ul><\/li><\/ul><\/li><\/ul><p style=\"padding-left: 80px;\">Understanding human practices within the context of human-robot interaction is crucial for robots to adjust their behaviors appropriately. However, this presents several challenges.\u00a0 Not only do technical tasks and ethical considerations come into play, but also the fact that different individuals interact in unique ways, making the development of universally applicable algorithms extremely difficult.\u00a0 Furthermore, ensuring precise communication and task allocation in the human-robot workflow is essential, especially considering the proximity between humans and robots.<\/p><p style=\"padding-left: 80px;\"><strong>Challenge 2:\u00a0<\/strong>Data Management<\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>With the participation of:<span style=\"color: #0000ff;\"><strong> <a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/bjoern-jensen\/\">Jensen Bj\u00f6rn<\/a><\/strong><\/span>, HSLU and<span style=\"color: #0000ff;\"><strong> <a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/yvesalbers\/\">Yves Albers<\/a><\/strong><\/span>, Roboto AI<\/li><\/ul><\/li><\/ul><\/li><\/ul><p style=\"padding-left: 80px;\">Most robots work with both filtered and uncensored data, not only for robot training and learning tasks but also directly acquired in-process by physical sensors. Nowadays, tasks such as training may require a large amount of data. This can be challenging in terms of data overload, costs of data analytics integration, and robust data management practices.<\/p><ul><li>10:30 &#8211; 10:45 : Coffee Break<\/li><li>10:45\u00a0 &#8211; 12:15 : Breakout groups<\/li><li>12:15\u00a0 \u2013 13:45 : Networking Lunch<\/li><li>13:45 &#8211; 14:45 : Presentation of the challenges<\/li><\/ul><p style=\"padding-left: 80px;\"><strong>Challenge 3:<\/strong> Responsive Collaboration<\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>With the participation of: <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/andreas-hufschmid-86669052\/\">Andreas Hufschmid<\/a><\/strong><\/span>, Pilz Switzerland and <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/andrei-cramariuc-43625b163\/\">Andrei Cramariuc<\/a><\/strong><\/span>, RSL &#8211; ETH<\/li><\/ul><\/li><\/ul><\/li><\/ul><p style=\"padding-left: 80px;\">Both humans and machines occasionally fail at specific tasks, making it essential to consider failure scenarios in developing robust interaction frameworks. By understanding and leveraging failure data, we aim to improve the design, development, control, and robustness robots, ensuring more resilient and adaptive human-robot interactions. To achieve this, we will explore methods for identifying and capturing failure events, analyzing their causes, and utilizing this data to improve the reliability and performance of robotic systems.<\/p><p style=\"padding-left: 80px;\"><strong>Challenge 4:\u00a0<\/strong>Self-improvement of Robots<\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>With the participation of: <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.linkedin.com\/in\/sina-mirrazavi-11772856\/\"><strong>Sina Mirrazavi<\/strong><\/a><span style=\"color: #000000;\"><span style=\"color: #000000;\"> and<\/span> <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/calinon.ch\/\">Sylvain Calinon<\/a><\/span>, <\/strong>Idiap Research Institute<\/span><\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><p style=\"padding-left: 80px;\">One aspect of robustness involves the capacity for a robot to enhance its knowledge and behavior autonomously. This means it should possess a degree of flexibility to adapt and apply abilities to new situations as needed. Achieving this context-driven, adaptive autonomy, which relies on common-sense knowledge and practical manipulation tasks, demands extensive programming and often involves on-platform data management &amp; analytics.<\/p><ul><li>14:45\u00a0 &#8211; 15:00: Coffee Break<\/li><li>15:00\u00a0 &#8211; 16:30 : Breakout groups<\/li><li>16:30\u00a0 &#8211; 17:00 : Conclusions: Sharing Discussions and Findings<\/li><\/ul><p><span style=\"color: #ff0000;\">Note: The agenda is subject to change.<\/span><\/p><p><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.surveymonkey.com\/r\/K7KZ7NY\">Register now !<\/a><\/span><\/p><p>\u00a0<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L&rsquo;Atelier sur \u00ab\u00a0Renforcer la Collaboration Homme-Robot\u00a0\u00bb vise \u00e0 discuter et aborder les probl\u00e9matiques pressantes li\u00e9es \u00e0 la gestion des donn\u00e9es dans les applications robotiques. \u00c0 travers des discours d&rsquo;ouverture, des \u00e9tudes de cas et des groupes de travail, les participants acquerront des connaissances pr\u00e9cieuses pour relever les d\u00e9fis li\u00e9s aux donn\u00e9es en robotique et explorer des solutions potentielles<\/p>\n","protected":false},"featured_media":33550,"parent":0,"template":"","categories":[77,76],"class_list":["post-33179","event","type-event","status-publish","has-post-thumbnail","hentry","category-events","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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