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robust markov decision process

29 papers

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Also known as

R-MDP ROBUST MDP RMDP

Co-occurring keywords

robust optimization (307) markov decision process (790) ambiguity set (18) uncertainty set (25) policy iteration (99) reinforcement learning (4352) linear programming (227) approximate dynamic programming (31) value iteration (162) sample complexity (1169)

Papers

Scaling Up Robust MDPs using Function Approximation ICML 2014
RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Reinforcement Learning in Robust Markov Decision Processes NIPS 2013
Robustness and risk-sensitivity in Markov decision processes NIPS 2012