IPD: Boosting Sequential Policy with Imaginary Planning Distillation in Offline Reinforcement Learning

Yihao Qin, Yuanfei Wang, Hang Zhou +3

Decision transformer based sequential policies have emerged as a powerful paradigm in offline reinforcement learning (RL), yet their efficacy remains constrained by the quality of…