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corruption robust algorithm

2 papers

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Co-occurring keywords · papers mentioning both

adversarial corruption (2) regret bound (2) reinforcement learning (2) tabular setting (1) reward corruption (1) policy elimination (1) uncertainty weighting (1) episodic reinforcement learning (1) transition probability (1) reward-free exploration (1)

Papers

Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023 Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021