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20222026
most citedOptimism in Face of a Context: Regret Guarantees for Stochastic Contextual MDP

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cs.LG2025

Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback

Orin Levy, Liad Erez, Alon Cohen +1

We present regret minimization algorithms for the contextual multi-armed bandit (CMAB) problem over actions in the presence of delayed feedback, a scenario where loss observati…