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rich observation

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reinforcement learning (4) pac reinforcement learning (2) sample-efficient algorithm (1) oracle model (1) hidden state dynamics (1) suboptimality bound (1) agnostic reinforcement learning (1) tabular mdp (1) linear dynamics (1) latent state representation (1)

Papers

Extracting Latent State Representations with Linear Dynamics from Rich Observations ICML 2022 Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations NeurIPS 2021 On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021 On Oracle-Efficient PAC RL with Rich Observations NeurIPS 2018 PAC Reinforcement Learning with Rich Observations NeurIPS 2016