Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning

Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou. Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 24980-25006, PMLR, 2022. [doi]

Abstract

Abstract is missing.