Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens

Jihwan Jeong, Xiaoyu Wang, Jingmin Wang +2

Offline reinforcement learning (RL) is crucial when online exploration is costly or unsafe but often struggles with high epistemic uncertainty due to limited data. Existing methods…