The collaboration between humans and robots is a current technological trend that faces various challenges, among these the seamless integration of the respective working capabilities. Industrial robots have demonstrated their capacity to meet the needs of many applications, offering accuracy and efficiency, while humans have both experience and the capability to elaborate over such experience that are absolutely not replaceable at any time. Clearly a symbiotic integration of humans and robots in working scenarios opens to new problems: for an effective collaboration an intelligent coordination is required. This paper presents an interactive environment for facilitating the collaboration between humans and a robot in performing shared tasks in industrial environments. In particular we introduce a tool based on AI planning technology to help the smooth intertwining of activities of the two actors in the work environment. The paper presents a case study from a real world environment, describes a comprehensive architectural approach to the problem of coordinated interaction, and then presents details on the current status of the tool.

Towards a planning-based framework for symbiotic human-robot collaboration

Cesta Amedeo;Orlandini Andrea;Bernardi Giulio;Umbrico Alessandro
2016

Abstract

The collaboration between humans and robots is a current technological trend that faces various challenges, among these the seamless integration of the respective working capabilities. Industrial robots have demonstrated their capacity to meet the needs of many applications, offering accuracy and efficiency, while humans have both experience and the capability to elaborate over such experience that are absolutely not replaceable at any time. Clearly a symbiotic integration of humans and robots in working scenarios opens to new problems: for an effective collaboration an intelligent coordination is required. This paper presents an interactive environment for facilitating the collaboration between humans and a robot in performing shared tasks in industrial environments. In particular we introduce a tool based on AI planning technology to help the smooth intertwining of activities of the two actors in the work environment. The paper presents a case study from a real world environment, describes a comprehensive architectural approach to the problem of coordinated interaction, and then presents details on the current status of the tool.
2016
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Inglese
IEEE International Conference on Emerging Technology and Factory Automation (ETFA 2016)
2016-November
9781509013142
http://www.scopus.com/record/display.url?eid=2-s2.0-84996526095&origin=inward
Sì, ma tipo non specificato
6-9/9/2016
Berlin, Germany
human-robot collaboration
timeline-based planning
safety-critical applications
4
none
Cesta, Amedeo; Orlandini, Andrea; Bernardi, Giulio; Umbrico, Alessandro
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
   Highly customizable robotic solutions for effective and safe human robot collaboration in manufacturing applications
   FourByThree
   H2020
   637095
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/373985
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