{"id":3267,"date":"2025-06-18T15:23:26","date_gmt":"2025-06-18T13:23:26","guid":{"rendered":"https:\/\/crta-robotics.com\/?page_id=3267"},"modified":"2025-06-18T15:42:55","modified_gmt":"2025-06-18T13:42:55","slug":"igramo","status":"publish","type":"page","link":"https:\/\/crta-robotics.com\/en\/projects\/igramo\/","title":{"rendered":"WE PLAY"},"content":{"rendered":"<h2 class=\"wp-block-heading has-text-align-center\">Improving grasping methods based on observations<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Project objectives and results<\/strong><\/h3>\n\n\n\n<p>The main goal of the PROJECT IGRAMO (Improving GRAsping Movements by predictions based on Observation) was aimed at designing and developing an autonomous robotic system for handling objects. In such a system, a virtual robotic agent learns how to manipulate different objects by observing a human handling the same set of objects. The project developed new management paradigms, based on multiagent systems (MAS) concepts for the coordination of the robotic arm with a multi-fingered gripper. In the project, fingers and a camera are modeled as independent rational autonomous agents working together to coordinate and plan movements in a discreet state space. Fingers using various coordination and collaborative techniques (e.g. coordination graphs, methods of negotiating and resolving conflicts), cooperate with other gripper fingers and with the camera in the realization of the task: bringing a convex object of manipulation from the starting position to the target position, surrounding it, capturing it and transporting it in a coordinated and collaborative way, and at the same time avoiding obstacles that are on the way. The improvement of the efficiency of the execution of capture tasks is noticable. The developed MAS paradigm promises certain benefits not only when managing multi-fingered grippers, but also entire production systems made up of robots and manipulators.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Quick facts<\/strong><\/h3>\n\n\n\n<p><strong>Location:<\/strong>&nbsp;Stockholm\/Zagreb<br><strong>Duration:<\/strong>&nbsp;1.2.2009. \u2013 1.2.2011.<br><strong>Program:<\/strong>&nbsp;Unity through knowledge fund (UKF)<br><strong>Project amount (HRK):<\/strong>&nbsp;458.934,00<br><strong>The amount given by the donor organization (HRK):<\/strong>&nbsp;458.934,00<br><strong>Project co-leader:<\/strong>&nbsp;prof. Ph.D. Bojan Jerbi\u0107<br><strong>Leading partner:<\/strong>&nbsp;KTH Royal Institute of Technology<br><strong>Source of financing:<\/strong>&nbsp;UKF grant<\/p>","protected":false},"excerpt":{"rendered":"<p>Improving grasping methods based on observations Project goals and results The main goal of the IGRAMO (Improving GRAsping Movements by predictions based on Observation) project was to design and develop an autonomous robotic system for handling objects. In such a system, a virtual robotic agent learns how to manipulate different objects by observing a human handling the same set of objects. Within the framework of\u2026 <br \/> <a class=\"read-more\" href=\"https:\/\/crta-robotics.com\/en\/projects\/igramo\/\">Read more<\/a><\/p>","protected":false},"author":15,"featured_media":0,"parent":3047,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3267","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IGRAMO - CRTA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/crta-robotics.com\/en\/projects\/igramo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IGRAMO - CRTA\" \/>\n<meta property=\"og:description\" content=\"Improving grasping methods based on observations Ciljevi i rezultati projekta Glavni cilj projekta IGRAMO (Improving GRAsping Movements by predictions based on Observation) bio je usmjeren na projektiranje i razvoj autonomnog robotskog sustava za rukovanje objektima. U takvom sustavu, virtualni robotski agent u\u010di kako manipulirati razli\u010ditim objektima promatranjem \u010dovjeka pri rukovanju istim skupom objekata. U okviru&hellip; Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/crta-robotics.com\/en\/projects\/igramo\/\" \/>\n<meta property=\"og:site_name\" content=\"CRTA\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-18T13:42:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/crta-robotics.com\/wp-content\/uploads\/2022\/10\/labos-CRTA-II-001-final-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1704\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/igramo\\\/\",\"url\":\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/igramo\\\/\",\"name\":\"IGRAMO - CRTA\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#website\"},\"datePublished\":\"2025-06-18T13:23:26+00:00\",\"dateModified\":\"2025-06-18T13:42:55+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/igramo\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/igramo\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/igramo\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Po\u010detna stranica\",\"item\":\"https:\\\/\\\/crta-robotics.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projekti\",\"item\":\"https:\\\/\\\/crta-robotics.com\\\/projects\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"IGRAMO\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#website\",\"url\":\"https:\\\/\\\/crta-robotics.com\\\/\",\"name\":\"CRTA\",\"description\":\"Regionalni centar izvrsnosti za robotske tehnologije\",\"publisher\":{\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/crta-robotics.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#organization\",\"name\":\"CRTA\",\"url\":\"https:\\\/\\\/crta-robotics.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/crta-robotics.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/crta-robotics.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logo.png\",\"width\":4628,\"height\":6012,\"caption\":\"CRTA\"},\"image\":{\"@id\":\"https:\\\/\\\/crta-robotics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UC31U0HP10N8_P6uo2PndYRQ\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"IGRAMO - CRTA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/crta-robotics.com\/en\/projects\/igramo\/","og_locale":"en_US","og_type":"article","og_title":"IGRAMO - CRTA","og_description":"Improving grasping methods based on observations Ciljevi i rezultati projekta Glavni cilj projekta IGRAMO (Improving GRAsping Movements by predictions based on Observation) bio je usmjeren na projektiranje i razvoj autonomnog robotskog sustava za rukovanje objektima. 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