Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning

Sheng Zhang, Zhe Zhang, Siva Theja Maguluri. Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 1230-1242, 2021. [doi]

Abstract

Abstract is missing.