conftrace_

distributionally robust reinforcement learning

6 papers

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Also known as

DRRL DR-RL

Co-occurring keywords · papers mentioning both

sample complexity (6) uncertainty set (3) robust policy (2) markov decision process (2) reinforcement learning (2) worst-case environment (1) state space (1) multilevel monte carlo (1) robust policy learning (1) l_p norm (1)

Papers

A Reduction Framework for Distributionally Robust Reinforcement Learning under Average Reward ICML 2025 Distributionally Robust Model-based Reinforcement Learning with Large State Spaces AISTATS 2024 Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms NeurIPS 2024 Model-Free Robust Reinforcement Learning with Sample Complexity Analysis UAI 2024 Near-Optimal Distributionally Robust Reinforcement Learning with General L_p Norms NeurIPS 2024 Improved Sample Complexity Bounds for Distributionally Robust Reinforcement Learning AISTATS 2023