Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks

Tao Sun 0005, Dongsheng Li 0001, Bao Wang. Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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