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20172025
most citedA New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free

39 citations · 96 across the 15 of their papers we have counts for

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cs.LG2025

On Separation Between Best-Iterate, Random-Iterate, and Last-Iterate Convergence of Learning in Games

Yang Cai, Gabriele Farina, Julien Grand-Clément +4

Non-ergodic convergence of learning dynamics in games is widely studied recently because of its importance in both theory and practice. Recent work (Cai et al., 2024) showed that a…