Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning

Jeonghye Kim, Suyoung Lee, Woojun Kim +1

Offline reinforcement learning (RL) has progressed with return-conditioned supervised learning (RCSL), but its lack of stitching ability remains a limitation. We introduce $Q$-Aide…