Fast two-time-scale stochastic gradient method with applications in reinforcement learning

Sihan Zeng, Thinh T. Doan 0001. Fast two-time-scale stochastic gradient method with applications in reinforcement learning. In Shipra Agrawal 0001, Aaron Roth 0001, editors, The Thirty Seventh Annual Conference on Learning Theory, June 30 - July 3, 2023, Edmonton, Canada. Volume 247 of Proceedings of Machine Learning Research, pages 5166-5212, PMLR, 2024. [doi]

Abstract

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