A Motion Planning Framework for Skill Coordination and Learning

作者: Marcelo Kallmann , Xiaoxi Jiang

DOI: 10.1007/978-1-84996-220-9_10

关键词: Computer scienceConstraint learningBasic skillsMotion planningHuman–computer interactionMotion (physics)ImitationPlannerHumanoid robotSet (psychology)

摘要: Coordinated whole-body motions are key for achieving the full potential of humanoids performing tasks in human environments and cooperation with humans. We present a multi-skill motion planning learning framework which is able to address several complex coordinations as well detection imitation constraints. The composed three main parts: first, minimal set basic skills defined order achieve stepping, balance reaching capabilities. A planner then developed coordinating solve generic mobile manipulation tasks. Finally, strategies presented improving skill execution constraints from imitation. coordinate humanoid also integrates mechanisms humanlike performances realistic environments.

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