PRICE the Action Chunks: Physical Relational Credit Assignment for Embodied Reinforcement Learning

Yangang Zou, Jiajun Lu, Weitao Zhou +6

Outcome-based reinforcement learning (RL) post-trains vision--language--action policies using terminal success signals, but assigns the same trajectory-level advantage to every act…