7 citations · 9 across the 4 of their papers we have counts for
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cs.LG2019★ 2 cited
A Convergence Result for Regularized Actor-Critic Methods
Wesley Suttle, Zhuoran Yang, Kaiqing Zhang +1
In this paper, we present a probability one convergence proof, under suitable conditions, of a certain class of actor-critic algorithms for finding approximate solutions to entropy…
cs.LG2019★ 7 cited
A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning
Wesley Suttle, Zhuoran Yang, Kaiqing Zhang +3
This paper extends off-policy reinforcement learning to the multi-agent case in which a set of networked agents communicating with their neighbors according to a time-varying graph…