2024 "last-iterate convergence" Papers

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Adaptively Perturbed Mirror Descent for Learning in Games

Kenshi Abe, Kaito Ariu, Mitsuki Sakamoto et al.

ICML 2024poster

Efficient Learning in Polyhedral Games via Best-Response Oracles

Darshan Chakrabarti, Gabriele Farina, Christian Kroer

AAAI 2024paperarXiv:2312.03696

On the Last-Iterate Convergence of Shuffling Gradient Methods

Zijian Liu, Zhengyuan Zhou

ICML 2024poster

Truly No-Regret Learning in Constrained MDPs

Adrian Müller, Pragnya Alatur, Volkan Cevher et al.

ICML 2024spotlight