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Optimality equations and inequalities in a class of risk-sensitive average cost Markov decision chains

JOURNAL ARTICLE published February 2010 in Mathematical Methods of Operations Research

Authors: Rolando Cavazos-Cadena

Solutions of the average cost optimality equation for finite Markov decision chains: risk-sensitive and risk-neutral criteria

JOURNAL ARTICLE published December 2009 in Mathematical Methods of Operations Research

Authors: Rolando Cavazos-Cadena

Controlled Markov chains with risk-sensitive criteria: Average cost, optimality equations, and optimal solutions

JOURNAL ARTICLE published April 1999 in Mathematical Methods of Operations Research

Authors: Rolando Cavazos-Cadena | Emmanuel Fernández-Gaucherand

Discounted approximations in risk-sensitive average Markov cost chains with finite state space

JOURNAL ARTICLE published April 2020 in Mathematical Methods of Operations Research

Authors: Rubén Blancas-Rivera | Rolando Cavazos-Cadena | Hugo Cruz-Suárez

Continuity of the optimal average cost in Markov decision chains with small risk-sensitivity

JOURNAL ARTICLE published June 2015 in Mathematical Methods of Operations Research

Authors: Selene Chávez-Rodríguez | Rolando Cavazos-Cadena | Hugo Cruz-Suárez

Solution to the risk-sensitive average cost optimality equation in a class of Markov decision processes with finite state space

JOURNAL ARTICLE published 1 May 2003 in Mathematical Methods of Operations Research (ZOR)

Authors: Rolando Cavazos-Cadena

Contractive approximations in average Markov decision chains driven by a risk-seeking controller

JOURNAL ARTICLE published August 2023 in Mathematical Methods of Operations Research

Authors: Gustavo Portillo-Ramírez | Rolando Cavazos-Cadena | Hugo Cruz-Suárez

Characterization of the Optimal Risk-Sensitive Average Cost in Denumerable Markov Decision Chains

JOURNAL ARTICLE published August 2018 in Mathematics of Operations Research

Authors: Rolando Cavazos-Cadena

Solution to the risk-sensitive average optimality equation in communicating Markov decision chains with finite state space: An alternative approach

JOURNAL ARTICLE published 1 January 2003 in Mathematical Methods of Operations Research (ZOR)

Authors: Rolando Cavazos-Cadena | Daniel Hernández-Hernández

A counterexample on the optimality equation in Markov decision chains with the average cost criterion

JOURNAL ARTICLE published May 1991 in Systems & Control Letters

Authors: Rolando Cavazos-Cadena

Denumerable controlled Markov chains with average reward criterion: sample path optimality

PROCEEDINGS ARTICLE published in Proceedings of 1994 33rd IEEE Conference on Decision and Control

Authors: R. Cavazos-Cadena | E. Fernandez-Gaucheraud

Denumerable controlled Markov chains with strong average optimality criterion: bounded and unbounded costs

PROCEEDINGS ARTICLE published in Proceedings of 1994 33rd IEEE Conference on Decision and Control

Authors: R. Cavazos-Cadena | E. Fernandez-Gaucherand

A characterization of the optimal risk-sensitive average cost in finite controlled Markov chains

JOURNAL ARTICLE published 1 February 2005 in The Annals of Applied Probability

Authors: Rolando Cavazos-Cadena | Daniel Hernández-Hernández

Necessary and sufficient conditions for a bounded solution to the optimality equation in average reward Markov decision chains

JOURNAL ARTICLE published January 1988 in Systems & Control Letters

Authors: Rolando Cavazos-Cadena

Nonparametric estimation and adaptive control in a class of finite Markov decision chains

JOURNAL ARTICLE published December 1991 in Annals of Operations Research

Authors: Rolando Cavazos-Cadena

A poisson equation for the risk-sensitive average cost in semi-markov chains

JOURNAL ARTICLE published December 2016 in Discrete Event Dynamic Systems

Research funded by PRODEP (17332-CA-23) | PSF Organization* (300-01-15)

Authors: Rolando Cavazos-Cadena

Recent results in controlled Markov chains with risk sensitive average criteria: the vanishing discount approach

PROCEEDINGS ARTICLE published in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)

Authors: R. Cavazos-Cadena | E. Fernandez-Gaucherand

Continuous-time Markov decision processes with risk-sensitive finite-horizon cost criterion

JOURNAL ARTICLE published December 2016 in Mathematical Methods of Operations Research

Authors: Qingda Wei

Value iteration and approximately optimal stationary policies in finite-state average Markov decision chains

JOURNAL ARTICLE published 1 November 2002 in Mathematical Methods of Operations Research (ZOR)

Authors: Rolando Cavazos-Cadena | Rolando Cavazos-Cadena

A characterization of exponential functionals in finite Markov chains

JOURNAL ARTICLE published December 2004 in Mathematical Methods of Operational Research

Authors: Rolando Cavazos–Cadena | Daniel Hernández–Hernández