Nearly Optimal Policy Optimization with Stable at Any Time Guarantee

Tianhao Wu, Yunchang Yang, Han Zhong, Liwei Wang 0001, Simon S. Du, Jiantao Jiao. Nearly Optimal Policy Optimization with Stable at Any Time Guarantee. 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 24243-24265, PMLR, 2022. [doi]

Abstract

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