Denoised MDPs: Learning World Models Better Than the World Itself

Tongzhou Wang 0001, Simon Du, Antonio Torralba 0001, Phillip Isola, Amy Zhang, Yuandong Tian. Denoised MDPs: Learning World Models Better Than the World Itself. 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 22591-22612, PMLR, 2022. [doi]

Abstract

Abstract is missing.