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robust markov decision processes

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markov decision process (3) robust optimization (3) robust markov decision process (2) robust mdp (2) risk-sensitive mdps (1) exponential utility (1) state aggregation (1) minimax regret (1) worst-case expectations (1) uncertain markov decision processes (1)

Papers

Efficient Value Iteration for s-rectangular Robust Markov Decision Processes ICML 2024 RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NeurIPS 2014 Regret based Robust Solutions for Uncertain Markov Decision Processes NeurIPS 2013 Robustness and risk-sensitivity in Markov decision processes NeurIPS 2012