Pregrasp Manipulation as Trajectory Optimization

نویسندگان

  • Jennifer E. King
  • Matthew Klingensmith
  • Christopher M. Dellin
  • Mehmet Remzi Dogar
  • Prasanna Velagapudi
  • Nancy S. Pollard
  • Siddhartha S. Srinivasa
چکیده

We explore the combined planning of pregrasp manipulation and transport tasks. We formulate this problem as a simultaneous optimization of pregrasp and transport trajectories to minimize overall cost. Next, we reduce this simultaneous optimization problem to an optimization of the transport trajectory with start-point costs and demonstrate how to use physically realistic planners to compute the cost of bringing the object to these start-points. We show how to solve this optimization problem by extending functional gradient-descent methods and demonstrate our planner on two bimanual manipulation platforms.

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تاریخ انتشار 2013