37 citations · 159 across the 18 of their papers we have counts for
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cs.LG2021★ 3 cited
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees
Siliang Zeng, Tianyi Chen, Alfredo Garcia +1
Multi-agent reinforcement learning (MARL) has attracted much research attention recently. However, unlike its single-agent counterpart, many theoretical and algorithmic aspects of…
cs.LG2019
Distributed Networked Learning with Correlated Data
Lingzhou Hong, Alfredo Garcia, Ceyhun Eksin
We consider a distributed estimation method in a setting with heterogeneous streams of correlated data distributed across nodes in a network. In the considered approach, linear mod…