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The complexity of Policy Iteration is exponential for discounted Markov Decision Processes PROCEEDINGS ARTICLE published December 2012 in 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) |
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Adaptive policy-iteration and policy-value-iteration for discounted Markov decision processes JOURNAL ARTICLE published November 1991 in ZOR Zeitschrift f�r Operations Research Methods and Models of Operations Research |
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Approximation of average cost optimal policies for general Markov decision processes with unbounded costs JOURNAL ARTICLE published June 1997 in Mathematical Methods of Operations Research |
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Poisson structures on wrinkled fibrations JOURNAL ARTICLE published April 2016 in Boletín de la Sociedad Matemática Mexicana Research funded by CONACyT (167182) |
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Estimates for perturbations of general discounted Markov control chains JOURNAL ARTICLE published 2003 in Applicationes Mathematicae |
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Region-based value iteration for partially observable Markov decision processes PROCEEDINGS ARTICLE published 2006 in Proceedings of the 23rd international conference on Machine learning - ICML '06 |
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Procesos de Markov con costo promedio DISSERTATION published |
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Constrained Discounted Semi-Markov Decision Processes BOOK CHAPTER published 2002 in Markov Processes and Controlled Markov Chains |
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Estimates for perturbations of discounted Markov chains on general spaces JOURNAL ARTICLE published 2003 in Applicationes Mathematicae |
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Value set iteration for Markov decision processes JOURNAL ARTICLE published July 2014 in Automatica |
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Estimation and control in finite Markov decision processes with the average reward criterion JOURNAL ARTICLE published 2004 in Applicationes Mathematicae |
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Lagrangian surfaces of constant angle in the complex Euclidean plane JOURNAL ARTICLE published November 2022 in Boletín de la Sociedad Matemática Mexicana Research funded by Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México (IN117720) |
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Approximate Robust Policy Iteration for Discounted Infinite-Horizon Markov Decision Processes with Uncertain Stationary Parametric Transition Matrices PROCEEDINGS ARTICLE published August 2007 in 2007 International Joint Conference on Neural Networks |
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Topological rigidity of higher graph manifolds JOURNAL ARTICLE published April 2017 in Boletín de la Sociedad Matemática Mexicana |
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About mean value theorems for the singular parabolic equation JOURNAL ARTICLE published July 2023 in Boletín de la Sociedad Matemática Mexicana |
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Discounted semi‐Markov decision processes: linear programming and policy iteration JOURNAL ARTICLE published March 1975 in Statistica Neerlandica |
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Convergence of solutions of nonlinear neutral differential equations with multiple delays JOURNAL ARTICLE published October 2015 in Boletín de la Sociedad Matemática Mexicana |
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Generalized Lipschitz conditions for absolute convergence of weighted Jacobi–Dunkl series JOURNAL ARTICLE published March 2024 in Boletín de la Sociedad Matemática Mexicana |
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On Convergence of Value Iteration for a Class of Total Cost Markov Decision Processes JOURNAL ARTICLE published January 2015 in SIAM Journal on Control and Optimization |
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Aspects of the convergence of Bayes policies and posterior distributions for Markov decision processes DISSERTATION published |