Search-Based Credit Assignment for Offline Preference-Based Reinforcement Learning

Xiancheng Gao, Yufeng Shi, Wengang Zhou +1

Offline reinforcement learning refers to the process of learning policies from fixed datasets, without requiring additional environment interaction. However, it often relies on wel…