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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

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

Markov decision processes on finite spaces with fuzzy total rewards

JOURNAL ARTICLE published 7 July 2022 in Kybernetika

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

https://doi.org/10.14736/kyb-2022-2-0180 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

An extended version of average Markov decision processes on discrete spaces under fuzzy environment

JOURNAL ARTICLE published 20 March 2023 in Kybernetika

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

https://doi.org/10.14736/kyb-2023-1-0160 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

<html> Nash &epsilon;-equilibria for stochastic games with total reward functions: an approach through Markov decision processes</html>

JOURNAL ARTICLE published 14 March 2019 in Kybernetika

Authors: Francisco J. González-Padilla | Raúl Montes-de-Oca

https://doi.org/10.14736/kyb-2019-1-0152 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

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

Empirical approximation in Markov games under unbounded payoff: discounted and average criteria

JOURNAL ARTICLE published 3 November 2017 in Kybernetika

Authors: Fernando Luque-Vásquez | J. Adolfo Minjárez-Sosa

https://doi.org/10.14736/kyb-2017-4-0694 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

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

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

Time-varying Markov decision processes with state-action-dependent discount factors and unbounded costs

JOURNAL ARTICLE published 13 March 2019 in Kybernetika

Authors: Beatris A. Escobedo-Trujillo | Carmen G. Higuera-Chan

https://doi.org/10.14736/kyb-2019-1-0166 Actions

About stability of risk-seeking optimal stopping

JOURNAL ARTICLE published 21 July 2014 in Kybernetika

Authors: Raúl Montes-de-Oca | Elena Zaitseva

https://doi.org/10.14736/kyb-2014-3-0378 Actions

Discounted and average Markov decision processes with unbounded rewards: New conditions

JOURNAL ARTICLE published November 1992 in Journal of Mathematical Analysis and Applications

Authors: Qi Ying Hu

https://doi.org/10.1016/0022-247x(92)90379-r 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

Markov decision processes with time-varying discount factors and random horizon

JOURNAL ARTICLE published 30 March 2017 in Kybernetika

Authors: Rocio Ilhuicatzi-Roldán | Hugo Cruz-Suárez | Selene Chávez-Rodríguez

https://doi.org/10.14736/kyb-2017-1-0082 Actions

Homogeneous Infinite-Horizon Models: Discounted Loss

BOOK CHAPTER published December 2012 in Examples in Markov Decision Processes

https://doi.org/10.1142/9781848167940_0003 Actions
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