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robust markov decision processes

3 papers

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Co-occurring keywords

markov decision process (790) robust optimization (307) robust markov decision process (29) robust mdp (12) risk-sensitive mdps (3) exponential utility (2) state aggregation (9) minimax regret (74) worst-case expectations (2) uncertain markov decision processes (1)

Papers

RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Regret based Robust Solutions for Uncertain Markov Decision Processes NIPS 2013
Robustness and risk-sensitivity in Markov decision processes NIPS 2012