84 citations · 558 across the 52 of their papers we have counts for
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cs.LG2020★ 1 cited
Fully Asynchronous Policy Evaluation in Distributed Reinforcement Learning over Networks
Xingyu Sha, Jiaqi Zhang, Keyou You +2
This paper proposes a \emph{fully asynchronous} scheme for the policy evaluation problem of distributed reinforcement learning (DisRL) over directed peer-to-peer networks. Without…
cs.LG2019★ 25 cited
Decentralized Stochastic Gradient Tracking for Non-convex Empirical Risk Minimization
Jiaqi Zhang, Keyou You
This paper studies a decentralized stochastic gradient tracking (DSGT) algorithm for non-convex empirical risk minimization problems over a peer-to-peer network of nodes, which is…