Linguistic Composition of Semantic Maps and Hybrid Controllers

نویسندگان

  • Neil Dantam
  • Carlos Nieto-Granda
  • Henrik I. Christensen
  • Mike Stilman
چکیده

This work combines semantic maps with hybrid control models, generating a direct link between action and environment models to produce a control policy for mobile manipulation in unstructured environments. First, we generate a semantic map for our environment and design a base model of robot action. Then, we combine this map and action model using the Motion Grammar Calculus to produce a combined robot-environment model. Using this combined model, we apply supervisory control to produce a policy for the manipulation task. We demonstrate this approach on a Segway RMP-200 mobile platform.

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تاریخ انتشار 2012