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cs.GT2026
Scale-Invariant Fast Convergence in Games
Taira Tsuchiya, Haipeng Luo, Shinji Ito
Scale-invariance in games has recently emerged as a widely valued desirable property. Yet, almost all fast convergence guarantees in learning in games require prior knowledge of th…
cs.GT2024
Corrupted Learning Dynamics in Games
Taira Tsuchiya, Shinji Ito, Haipeng Luo
Learning in games refers to scenarios where multiple players interact in a shared environment, each aiming to minimize their regret. An equilibrium can be computed at a fast rate o…