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weakly communicating mdp

5 papers

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Co-occurring keywords · papers mentioning both

markov decision process (4) regret bound (3) average-reward mdp (2) average reward (2) sample complexity (2) reinforcement learning (2) average-reward markov decision process (1) variance-reduced q-learning (1) bias span (1) constraint violation (1)

Papers

Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs NeurIPS 2024 Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes COLT 2023 Learning Infinite-horizon Average-reward Markov Decision Process with Constraints ICML 2022 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018 Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes NeurIPS 2018