A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic

Mingyi Hong, Hoi-To Wai, Zhaoran Wang, Zhuoran Yang. A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic. SIAM Journal on Optimization, 33(1):147-180, March 2023. [doi]

Abstract

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