Robust Markov Decision Process: Beyond Rectangularity
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[1] Daniel Kuhn,et al. Robust Markov Decision Processes , 2013, Math. Oper. Res..
[2] Arkadi Nemirovski,et al. Robust solutions of uncertain linear programs , 1999, Oper. Res. Lett..
[3] Marek Petrik,et al. Fast Bellman Updates for Robust MDPs , 2018, ICML.
[4] Shie Mannor,et al. Percentile Optimization for Markov Decision Processes with Parameter Uncertainty , 2010, Oper. Res..
[5] Shie Mannor,et al. Robust MDPs with k-Rectangular Uncertainty , 2016, Math. Oper. Res..
[6] Laurent El Ghaoui,et al. Robust Solutions to Least-Squares Problems with Uncertain Data , 1997, SIAM J. Matrix Anal. Appl..
[7] Martin L. Puterman,et al. Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .
[8] Jean-Philippe Vial,et al. Robust Optimization , 2021, ICORES.
[9] Martin Schneider,et al. Recursive multiple-priors , 2003, J. Econ. Theory.
[10] David Moore,et al. Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations , 2018, Oper. Res..
[11] Dimitri P. Bertsekas,et al. Dynamic Programming and Optimal Control, Two Volume Set , 1995 .
[12] Arkadi Nemirovski,et al. Robust Convex Optimization , 1998, Math. Oper. Res..
[13] Shie Mannor,et al. Reinforcement Learning in Robust Markov Decision Processes , 2013, Math. Oper. Res..
[14] Melvyn Sim,et al. The Price of Robustness , 2004, Oper. Res..
[15] John N. Tsitsiklis,et al. Bias and Variance Approximation in Value Function Estimates , 2007, Manag. Sci..
[16] John N. Tsitsiklis,et al. Neuro-dynamic programming: an overview , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.
[17] J. W. Nieuwenhuis,et al. Boekbespreking van D.P. Bertsekas (ed.), Dynamic programming and optimal control - volume 2 , 1999 .
[18] Allen L. Soyster,et al. Technical Note - Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming , 1973, Oper. Res..
[19] Wotao Yin,et al. A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion , 2013, SIAM J. Imaging Sci..
[20] Garud Iyengar,et al. Robust Dynamic Programming , 2005, Math. Oper. Res..
[21] A. Shwartz,et al. Handbook of Markov decision processes : methods and applications , 2002 .
[22] Yinyu Ye,et al. The Simplex and Policy-Iteration Methods Are Strongly Polynomial for the Markov Decision Problem with a Fixed Discount Rate , 2011, Math. Oper. Res..
[23] Benjamin Van Roy,et al. The Linear Programming Approach to Approximate Dynamic Programming , 2003, Oper. Res..
[24] Shie Mannor,et al. The Robustness-Performance Tradeoff in Markov Decision Processes , 2006, NIPS.