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Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees

Oct 11, 2021
Siliang Zeng, Tianyi Chen, Alfredo Garcia, Mingyi Hong

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A Momentum-Assisted Single-Timescale Stochastic Approximation Algorithm for Bilevel Optimization

Feb 15, 2021
Prashant Khanduri, Siliang Zeng, Mingyi Hong, Hoi-To Wai, Zhaoran Wang, Zhuoran Yang

* 34 Pages, 10 Figures 

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On the Divergence of Decentralized Non-Convex Optimization

Jun 20, 2020
Mingyi Hong, Siliang Zeng, Junyu Zhang, Haoran Sun

* 34 pages 

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