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block mdp

8 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (5) representation learning (4) latent state (2) reward-free exploration (2) sample complexity (2) latent state decoding (1) model estimation (1) corruption robust (1) inverse kinematics (1) model-free learning (1)

Papers

Necessary and Sufficient Oracles: Toward a Computational Taxonomy for Reinforcement Learning COLT 2025 Nearly Optimal Latent State Decoding in Block MDPs AISTATS 2023 Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023 Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach ICML 2022 Learning Domain Invariant Representations in Goal-conditioned Block MDPs NeurIPS 2021 On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021 FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs NeurIPS 2020 Invariant Causal Prediction for Block MDPs ICML 2020