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Article overview
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Perception-Intention-Action Cycle in Human-Robot Collaborative Tasks | | J. E. Dominguez-Vidal
; Nicolas Rodriguez
; Rene Alquezar
; Alberto Sanfeliu
; | | Date: |
1 Jun 2022 | | Abstract: | In this work we argue that in Human-Robot Collaboration (HRC) tasks, the
Perception-Action cycle in HRC tasks can not fully explain the collaborative
behaviour of the human and robot and it has to be extended to
Perception-Intention-Action cycle, where Intention is a key topic. In some
cases, agent Intention can be perceived or inferred by the other agent, but in
others, it has to be explicitly informed to the other agent to succeed the goal
of the HRC task. The Perception-Intention-Action cycle includes three basic
functional procedures: Perception-Intention, Situation Awareness and Action.
The Perception and the Intention are the input of the Situation Awareness,
which evaluates the current situation and projects it, into the future
situation. The agents receive this information, plans and agree with the
actions to be executed and modify their action roles while perform the HRC
task. In this work, we validate the Perception-Intention-Action cycle in a
joint object transportation task, modeling the Perception-Intention-Action
cycle through a force model which uses real life and social forces. The
perceived world is projected into a force world and the human intention
(perceived or informed) is also modelled as a force that acts in the HRC task.
Finally, we show that the action roles (master-slave, collaborative, neutral or
adversary) are intrinsic to any HRC task and they appear in the different steps
of a collaborative sequence of actions performed during the task. | | Source: | arXiv, 2206.00304 | | Services: | Forum | Review | PDF | Favorites | |
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