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adversarial mdp

10 papers

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Also known as

ADMDP

Co-occurring keywords · papers mentioning both

regret bound (8) bandit feedback (4) markov decision process (4) regret minimization (3) policy optimization (3) online learning (3) delayed feedback (2) multi-armed bandit (2) linear function approximation (2) adversarial learning (2)

Papers

Learning Adversarial MDPs with Stochastic Hard Constraints ICML 2025 Scale-free Adversarial Reinforcement Learning COLT 2024 Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback ICML 2023 No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions NeurIPS 2023 Refined Regret for Adversarial MDPs with Linear Function Approximation ICML 2023 Cooperative Online Learning in Stochastic and Adversarial MDPs ICML 2022 Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback NeurIPS 2022 Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses NeurIPS 2021 Better Rates for Any Adversarial Deterministic MDP ICML 2013 Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NeurIPS 2013