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empirical mdp

2 papers

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Co-occurring keywords · papers mentioning both

markov decision process (2) replay memory (1) deep rl (1) maximum likelihood estimate (1) absorbing mdp (1) empirical mdp iteration (1) leave-one-out analysis (1) generative model (1) minimax optimal (1) policy improvement (1)

Papers

Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NeurIPS 2024 Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal COLT 2020