PhysCaP: Grounding Code-as-Policy Agent with Physics-Informed Exploration
PhysCaP enhances Code-as-Policy agents for robotics by adding physics-informed exploration. It uses training-free modules to estimate hidden physical properties like an object's mass and stiffness directly from robot movements. This allows the agent to intelligently decide when and where to interact with the environment, leading to better task performance with fewer interactions.