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Computing monotone policies for Markov decision processes by exploiting sparsity

PROCEEDINGS ARTICLE published November 2013 in 2013 Australian Control Conference

Authors: Vikram Krishnamurthy | Cristian R. Rojas | Bo Wahlberg

https://doi.org/10.1109/aucc.2013.6697239 Actions

Sufficiency of Markov policies for continuous-time Markov decision processes and solutions to Kolmogorov's forward equation for jump Markov processes

PROCEEDINGS ARTICLE published December 2013 in 52nd IEEE Conference on Decision and Control

Authors: Eugene A. Feinberg | Manasa Mandava | Albert N. Shiryaev

https://doi.org/10.1109/cdc.2013.6760792 Actions

Factored Markov Decision Processes

OTHER published 28 February 2013 in Markov Decision Processes in Artificial Intelligence

Authors: Thomas Degris | Olivier Sigaud

https://doi.org/10.1002/9781118557426.ch4 Actions

Partially Observable Markov Decision Processes

OTHER published 28 February 2013 in Markov Decision Processes in Artificial Intelligence

Authors: Alain Dutech | Bruno Scherrer

https://doi.org/10.1002/9781118557426.ch7 Actions

Risk-Sensitive Average Optimality in Markov Decision Chains

BOOK CHAPTER published in Operations Research Proceedings

Authors: Karel Sladký | Raúl Montes-de-Oca

https://doi.org/10.1007/978-3-540-77903-2_11 Actions

Optimal Control of Discounted-Reward Markov Decision Processes Under Linear Temporal Logic Specifications

PROCEEDINGS ARTICLE published 25 May 2021 in 2021 American Control Conference (ACC)

Research funded by Office of Naval Research (ONR) (N00014-20-1-2258) | Defense Advanced Research Projects Agency (DARPA) (HR00112010003)

Authors: Krishna C. Kalagarla | Rahul Jain | Pierluigi Nuzzo

https://doi.org/10.23919/acc50511.2021.9482749 Actions

Optimal preventive policies for parallel systems using Markov decision process: application to an offshore power plant

JOURNAL ARTICLE published 2023 in EURO Journal on Decision Processes

Authors: Mario Marcondes Machado | Thiago Lima Silva | Eduardo Camponogara | Edilson Fernandes de Arruda | Virgílio José Martins Ferreira Filho

https://doi.org/10.1016/j.ejdp.2023.100034 Actions

On functional equations for th best policies in Markov decision processes

JOURNAL ARTICLE published January 2013 in Automatica

Authors: Hyeong Soo Chang

https://doi.org/10.1016/j.automatica.2012.09.016 Actions

Los difrasismos en el náhuatl de los siglos XVI y XVII

BOOK published 2013

Authors: Mercedes Montes de Oca Vega

https://doi.org/10.22201/iifl.9786070247972p.2013 Actions

The discounted cost

BOOK CHAPTER published 13 December 2021 in Constrained Markov Decision Processes

Authors: Eitan Altman

https://doi.org/10.1201/9781315140223-4 Actions

Finite Linear Programming Approximations of Constrained Discounted Markov Decision Processes

JOURNAL ARTICLE published January 2013 in SIAM Journal on Control and Optimization

Authors: François Dufour | Tomás Prieto-Rumeau

https://doi.org/10.1137/120867925 Actions

The discounted cost

BOOK CHAPTER published 13 December 2021 in Constrained Markov Decision Processes

Authors: Eitan Altman

https://doi.org/10.1201/9781315140223-12 Actions

Conditions for the Solvability of the Linear Programming Formulation for Constrained Discounted Markov Decision Processes

JOURNAL ARTICLE published August 2016 in Applied Mathematics & Optimization

Authors: F. Dufour | T. Prieto-Rumeau

https://doi.org/10.1007/s00245-015-9307-3 Actions

Recurrence conditions for Markov decision processes with Borel state space: A survey

JOURNAL ARTICLE published December 1991 in Annals of Operations Research

Authors: Onésimo Hernández-Lerma | RaÚl Montes-De-Oca | Rolando Cavazos-Cadena

https://doi.org/10.1007/bf02055573 Actions

On discounted approximations of undiscounted stochastic games and Markov decision processes with limited randomness

JOURNAL ARTICLE published July 2013 in Operations Research Letters

Research funded by National Science Foundation (CMMI-0856663,IIS-1161476)

Authors: Endre Boros | Khaled Elbassioni | Vladimir Gurvich | Kazuhisa Makino

https://doi.org/10.1016/j.orl.2013.04.006 Actions

Discounted Markov Decision Problems

OTHER published 15 April 1994 in Markov Decision Processes

https://doi.org/10.1002/9780470316887.ch6 Actions

Markov Decision Processes with Threshold Based Piecewise Linear Optimal Policies

JOURNAL ARTICLE published August 2013 in IEEE Wireless Communications Letters

Authors: Tomaso Erseghe | Andrea Zanella | Claudio G. Codemo

https://doi.org/10.1109/wcl.2013.052813.130213 Actions

The variance of discounted Markov decision processes

JOURNAL ARTICLE published December 1982 in Journal of Applied Probability

Authors: Matthew J. Sobel

https://doi.org/10.1017/s0021900200023123 Actions

Primal-dual algorithms for discounted Markov decision processes

PROCEEDINGS ARTICLE published July 2015 in 2015 European Control Conference (ECC)

Authors: Randy Cogill

https://doi.org/10.1109/ecc.2015.7330554 Actions

Discounted continuous-time constrained Markov decision processes in Polish spaces

JOURNAL ARTICLE published 1 October 2011 in The Annals of Applied Probability

Authors: Xianping Guo | Xinyuan Song

https://doi.org/10.1214/10-aap749 Actions
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