Model Generation with Provable Coverability for Offline Reinforcement Learning

Chengxing Jia, Hao Yin, Chenxiao Gao +4

Model-based offline optimization with dynamics-aware policy provides a new perspective for policy learning and out-of-distribution generalization, where the learned policy could ad…