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adversarial markov decision process

9 papers

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Also known as

ADVERSARIAL MDP AMDP

Co-occurring keywords · papers mentioning both

regret bound (5) online learning (3) bandit feedback (2) linear function approximation (2) policy optimization (2) high probability regret (1) pessimistic estimator (1) off-policy feedback (1) optimistic regret (1) global exploration (1)

Papers

Narrowing the Gap between Adversarial and Stochastic MDPs via Policy Optimization AISTATS 2025 Differentially Private No-regret Exploration in Adversarial Markov Decision Processes UAI 2024 Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation AAAI 2024 Online Learning with Off-Policy Feedback in Adversarial MDPs IJCAI 2024 Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes UAI 2024 A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes NeurIPS 2023 Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NeurIPS 2022 No-regret learning with high-probability in adversarial Markov decision processes UAI 2021 Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses NeurIPS 2021