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A distributional interpretation of robust optimization
Xu, Huan; Caramanis, Constantine; Mannor, Shie - In: Mathematics of operations research 37 (2012) 1, pp. 95-110
Persistent link: https://www.econbiz.de/10009512315
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Distributionally robust Markov decision processes
Xu, Huan; Mannor, Shie - In: Mathematics of operations research 37 (2012) 2, pp. 288-300
Persistent link: https://www.econbiz.de/10009561158
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Oracle-based robust optimization via online learning
Ben-Tal, Aharon; Hazan, Elad; Koren, Tomer; Mannor, Shie - In: Operations research 63 (2015) 3, pp. 628-638
Persistent link: https://www.econbiz.de/10011292951
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Reinforcement learning in robust Markov decision processes
Lim, Shiau Hong; Xu, Huan; Mannor, Shie - In: Mathematics of operations research 41 (2016) 4, pp. 1325-1353
Persistent link: https://www.econbiz.de/10011595063
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Robust MDPs with k-rectangular uncertainty
Mannor, Shie; Mebel, Ofir; Xu, Huan - In: Mathematics of operations research 41 (2016) 4, pp. 1484-1509
Persistent link: https://www.econbiz.de/10011595106