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block mdp

7 papers

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Co-occurring keywords

reinforcement learning (4352) representation learning (6206) latent state (47) sample complexity (1169) latent state decoding (2) model estimation (9) corruption robust (4) inverse kinematics (37) model-free learning (51) generalization across environment (1)

Papers

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
On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP ICML 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs NIPS 2021
Invariant Causal Prediction for Block MDPs ICML 2020
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs NIPS 2020