Reinforcement Learning in Robust Markov Decision Processes

DOI10.1287/moor.2016.0779zbMath1348.68197OpenAlexW2522885171MaRDI QIDQ2833106

Shiau Hong Lim, Shie Mannor, Huan Xu

Publication date: 16 November 2016

Published in: Mathematics of Operations Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/moor.2016.0779

zbMATH Keywords

reinforcement learningrobust MDP

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Markov and semi-Markov decision processes (90C40)

Related Items (3)

Lipschitzness is all you need to tame off-policy generative adversarial imitation learning ⋮ A survey of decision making and optimization under uncertainty ⋮ Continuous-Time Robust Dynamic Programming

Cites Work

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• Distributionally Robust Markov Decision Processes
• 10.1162/153244303765208377
• Bias and Variance Approximation in Value Function Estimates
• Online Markov Decision Processes
• Markov Decision Processes with Arbitrary Reward Processes
• 10.1162/1532443041827880
• Robust Control of Markov Decision Processes with Uncertain Transition Matrices
• Bounded Parameter Markov Decision Processes with Average Reward Criterion
• Robust Dynamic Programming

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