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Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games


Jul 18, 2022
Georgios Piliouras, Lillian Ratliff, Ryann Sim, Stratis Skoulakis

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* To appear in SAGT 2022 

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Optimal No-Regret Learning in General Games: Bounded Regret with Unbounded Step-Sizes via Clairvoyant MWU


Dec 19, 2021
Georgios Piliouras, Ryann Sim, Stratis Skoulakis

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* Constant regret bound of CMWU improved to achieve logarithmic dependence on the number of actions; Fixed minor typos 

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Online Learning in Periodic Zero-Sum Games


Nov 05, 2021
Tanner Fiez, Ryann Sim, Stratis Skoulakis, Georgios Piliouras, Lillian Ratliff

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* To appear at NeurIPS 2021 

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Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum Games


Dec 15, 2020
Stratis Skoulakis, Tanner Fiez, Ryann Sim, Georgios Piliouras, Lillian Ratliff

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* To appear in AAAI 2021 

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