exploitability measurement

Formulating and empirically evaluating metrics and algorithms that quantify how exploitable strategies are in games and multi-agent settings, and comparing methods (e.g., EMA regularizers, projected exploitability descent) against baselines like fictitious play or CFR. This includes designing benchmarks and diagnostics that surface exploration challenges and dominated strategies.

exploitabilitymeasurement

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Wenbo Guo

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Dawn Song

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Yuekang Li

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Yikun Li

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