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robust markov decision process

34 papers

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Also known as

R-MDP ROBUST MDP RMDP

Co-occurring keywords · papers mentioning both

robust optimization (11) markov decision process (9) ambiguity set (6) uncertainty set (6) policy iteration (5) linear programming (4) value iteration (4) sample complexity (4) reinforcement learning (4) regret bound (3)

Papers

Scalable First-Order Methods for Robust MDPs AAAI 2021 A Bayesian Approach to Robust Reinforcement Learning UAI 2019 Kernel-Based Reinforcement Learning in Robust Markov Decision Processes ICML 2019 Fast Bellman Updates for Robust MDPs ICML 2018 Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NeurIPS 2018 RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NeurIPS 2014 Scaling Up Robust MDPs using Function Approximation ICML 2014 Reinforcement Learning in Robust Markov Decision Processes NeurIPS 2013 Robustness and risk-sensitivity in Markov decision processes NeurIPS 2012