Reconciling Reality through Simulation: A Real-to-Sim-to-Real Approach for Robust Manipulation

Marcel Torne, Anthony Simeonov, Zechu Li +4

Imitation learning methods need significant human supervision to learn policies robust to changes in object poses, physical disturbances, and visual distractors. Reinforcement lear…