Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization

Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb +3

Offline reinforcement learning (RL) addresses the problem of learning a performant policy from a fixed batch of data collected by following some behavior policy. Model-based approa…