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Nonuniqueness versus Uniqueness of Optimal Policies in Convex Discounted Markov Decision Processes

JOURNAL ARTICLE published 2013 in Journal of Applied Mathematics

Authors: Raúl Montes-de-Oca | Enrique Lemus-Rodríguez | Francisco Sergio Salem-Silva

https://doi.org/10.1155/2013/271279 Actions

Uniqueness of optimal policies as a generic property of discounted Markov decision processes: Ekeland's variational principle approach

JOURNAL ARTICLE published 20 March 2016 in Kybernetika

Authors: R. Israel Ortega-Gutiérrez | Raúl Montes-de-Oca | Enrique Lemus-Rodríguez

https://doi.org/10.14736/kyb-2016-1-0066 Actions

Conditions for the uniqueness of optimal policies of discounted Markov decision processes

JOURNAL ARTICLE published December 2004 in Mathematical Methods of Operational Research

Authors: Daniel Cruz-Su�rez | Ra�l Montes-de-Oca | Francisco Salem-Silva

https://doi.org/10.1007/s001860400372 Actions

Estimates for perturbations of general discounted Markov control chains

JOURNAL ARTICLE published 2003 in Applicationes Mathematicae

Authors: Raúl Montes-de-Oca | Alexander Sakhanenko | Francisco Salem-Silva

https://doi.org/10.4064/am30-3-4 Actions

Estimates for perturbations of discounted Markov chains on general spaces

JOURNAL ARTICLE published 2003 in Applicationes Mathematicae

Authors: Raúl Montes-de-Oca | Alexander Sakhanenko | Francisco Salem-Silva

https://doi.org/10.4064/am30-1-3 Actions

Optimal and Nearly Optimal Policies in Markov Decision Chains with Nonnegative Rewards and Risk-Sensitive Expected Total-Reward Criterion

BOOK CHAPTER published 2002 in Markov Processes and Controlled Markov Chains

Authors: Rolando Cavazos-Cadena | Raúl Montes-de-Oca

https://doi.org/10.1007/978-1-4613-0265-0_11 Actions

Discounted Markov Decision Processes with Fuzzy Rewards Induced by Non-fuzzy Systems

PROCEEDINGS ARTICLE published 2021 in Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

Authors: Karla Carrero-Vera | Hugo Cruz-Suárez | Raúl Montes-de-Oca

https://doi.org/10.5220/0010231400002859 Actions

Discounted Markov Decision Processes with Fuzzy Rewards Induced by Non-fuzzy Systems

PROCEEDINGS ARTICLE published 2021 in Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

Authors: Karla Carrero-Vera | Hugo Cruz-Suárez | Raúl Montes-de-Oca

https://doi.org/10.5220/0010231400490059 Actions

An envelope theorem and some applications to discounted Markov decision processes

JOURNAL ARTICLE published April 2008 in Mathematical Methods of Operations Research

Authors: Hugo Cruz-Suárez | Raúl Montes-de-Oca

https://doi.org/10.1007/s00186-007-0155-z Actions

Deterministic Discounted Markov Decision Processes with Fuzzy Rewards/Costs

JOURNAL ARTICLE published September 2023 in Fuzzy Information and Engineering

Authors: Hugo Cruz-Suárez | Raúl Montes-de-Oca | R. Israel Ortega-Gutiérrez

https://doi.org/10.26599/fie.2023.9270020 Actions

Average cost Markov control processes: stability with respect to the Kantorovich metric

JOURNAL ARTICLE published August 2009 in Mathematical Methods of Operations Research

Authors: Evgueni Gordienko | Enrique Lemus-Rodríguez | Raúl Montes-de-Oca

https://doi.org/10.1007/s00186-008-0229-6 Actions

A note on deterministic approximation of discounted Markov decision processes

JOURNAL ARTICLE published August 2009 in Applied Mathematics Letters

Authors: Hugo Cruz-Suárez | Evgueni Gordienko | Raúl Montes-de-Oca

https://doi.org/10.1016/j.aml.2009.01.039 Actions

Discounted cost optimality problem: stability with respect to weak metrics

JOURNAL ARTICLE published August 2008 in Mathematical Methods of Operations Research

Authors: Evgueni Gordienko | Enrique Lemus-Rodríguez | Raúl Montes-de-Oca

https://doi.org/10.1007/s00186-007-0171-z Actions

Estimation and control in finite Markov decision processes with the average reward criterion

JOURNAL ARTICLE published 2004 in Applicationes Mathematicae

Authors: Rolando Cavazos-Cadena | Raúl Montes-de-Oca

https://doi.org/10.4064/am31-2-1 Actions

The Discounted Method and Equivalence of Average Criteria for Risk-Sensitive Markov Decision Processes on Borel Spaces

JOURNAL ARTICLE published April 2010 in Applied Mathematics and Optimization

Authors: Rolando Cavazos-Cadena | Francisco Salem-Silva

https://doi.org/10.1007/s00245-009-9080-2 Actions

Sample-Path Optimal Stationary Policies in Stable Markov Decision Chains with the Average Reward Criterion

JOURNAL ARTICLE published June 2015 in Journal of Applied Probability

Authors: Rolando Cavazos-Cadena | Raúl Montes-De-Oca | Karel Sladký

https://doi.org/10.1017/s0021900200012559 Actions

Convex analytic approach to constrained discounted Markov decision processes with non-constant discount factors

JOURNAL ARTICLE published July 2013 in TOP

Authors: Yi Zhang

https://doi.org/10.1007/s11750-011-0186-8 Actions

Markov Decision Processes on Borel Spaces with Total Cost and Random Horizon

JOURNAL ARTICLE published July 2014 in Journal of Optimization Theory and Applications

Authors: Hugo Cruz-Suárez | Rocio Ilhuicatzi-Roldán | Raúl Montes-de-Oca

https://doi.org/10.1007/s10957-012-0262-8 Actions

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

Authors: Evgueni Gordienko | Ra�l Montes-De-Oca | Adolfo Minj�rez-Sosa

https://doi.org/10.1007/bf01193864 Actions

Optimal stationary policies inrisk-sensitive dynamic programs with finite state spaceand nonnegative rewards

JOURNAL ARTICLE published 2000 in Applicationes Mathematicae

Authors: Rolando Cavazos-Cadena | Raúl Montes-de-Oca

https://doi.org/10.4064/am-27-2-167-185 Actions
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