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Asymptotic Normality of Discrete-Time Markov Control Processes

JOURNAL ARTICLE published September 2010 in Journal of Applied Probability

Authors: Armando F. Mendoza-Pérez | Onésimo Hernández-Lerma

https://doi.org/10.1017/s0021900200007063 Actions

Average Optimality in Markov Control Processes via Discounted-Cost Problems and Linear Programming

JOURNAL ARTICLE published January 1996 in SIAM Journal on Control and Optimization

Authors: Onésimo Hernández-Lerma | Jean B. Lasserre

https://doi.org/10.1137/s0363012993245306 Actions

Asymptotic Normality of Discrete-Time Markov Control Processes

JOURNAL ARTICLE published September 2010 in Journal of Applied Probability

Authors: Armando F. Mendoza-Pérez | Onésimo Hernández-Lerma

https://doi.org/10.1239/jap/1285335409 Actions

Adaptive control of diffusion processes with a discounted reward criterion

JOURNAL ARTICLE published 2020 in Applicationes Mathematicae

Authors: B. A. Escobedo-Trujillo | O. Hernández-Lerma | F. A. Alaffita-Hernández

https://doi.org/10.4064/am2421-10-2020 Actions

Sample-Path Optimality and Variance-Minimization of Average Cost Markov Control Processes

JOURNAL ARTICLE published January 1999 in SIAM Journal on Control and Optimization

Authors: Onésimo Hernández-Lerma | Oscar Vega-Amaya | Guadalupe Carrasco

https://doi.org/10.1137/s0363012998340673 Actions

Continuous-Time Markov Decision Processes

BOOK published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

https://doi.org/10.1007/978-3-642-02547-1 Actions

Linear Programming and Average Optimality of Markov Control Processes on Borel Spaces—Unbounded Costs

JOURNAL ARTICLE published March 1994 in SIAM Journal on Control and Optimization

Authors: Onésimo Hernández-Lerma | Jean B. Lasserre

https://doi.org/10.1137/s0363012992228325 Actions

Infinite-horizon Markov control processes with undiscounted cost criteria: from average to overtaking optimality

JOURNAL ARTICLE published 1998 in Applicationes Mathematicae

Authors: Onésimo Hernández-Lerma | Oscar Vega-Amaya

https://doi.org/10.4064/am-25-2-153-178 Actions

Convergence of the optimal values of constrained Markov control processes

JOURNAL ARTICLE published June 2002 in Mathematical Methods of Operations Research

Authors: Jorge Alvarez-Mena | Onésimo Hernández-Lerma

https://doi.org/10.1007/s001860200209 Actions

Ergodic Control, Bias, and Sensitive Discount Optimality for Markov Diffusion Processes

JOURNAL ARTICLE published 2 March 2009 in Stochastic Analysis and Applications

Authors: Héctor Jasso-Fuentes | Onésimo Hernández-Lerma

https://doi.org/10.1080/07362990802679034 Actions

Variance Minimization

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

https://doi.org/10.1007/978-3-642-02547-1_10 Actions

Weak conditions for average optimality in Markov control processes

PROCEEDINGS ARTICLE published in Proceedings of 32nd IEEE Conference on Decision and Control

Authors: O. Hernandez-Lerma | J.B. Lasserre

https://doi.org/10.1109/cdc.1993.325123 Actions

Advanced Optimality Criteria

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

https://doi.org/10.1007/978-3-642-02547-1_9 Actions

Density estimation and adaptive control of markov processes: Average and discounted criteria

JOURNAL ARTICLE published September 1990 in Acta Applicandae Mathematicae

Authors: On�simo Hern�ndez-Lerma | Rolando Cavazos-Cadena

https://doi.org/10.1007/bf00049572 Actions

Nonparametric adaptive control of discrete-time partially observable stochastic systems

JOURNAL ARTICLE published February 1989 in Journal of Mathematical Analysis and Applications

Authors: Onésimo Hernández-Lerma | Steven I Marcus

https://doi.org/10.1016/0022-247x(89)90248-5 Actions

Fluid Approximations to Markov Decision Processes with Local Transitions

BOOK CHAPTER published 2012 in Systems & Control: Foundations & Applications

Authors: Alexey Piunovskiy | Yi Zhang

https://doi.org/10.1007/978-0-8176-8337-5_13 Actions

Continuous–Time Markov Control Processes

BOOK CHAPTER published 2023 in Texts in Applied Mathematics

Authors: Onésimo Hernández-Lerma | Leonardo R. Laura-Guarachi | Saul Mendoza-Palacios | David González-Sánchez

https://doi.org/10.1007/978-3-031-21139-3_5 Actions

Recursive adaptive control of Markov decision processes with the average reward criterion

JOURNAL ARTICLE published January 1991 in Applied Mathematics & Optimization

Authors: Rolando Cavazos-Cadena | On�simo Hern�ndez-Lerma

https://doi.org/10.1007/bf01442397 Actions

CONTROL OF MARKOV PROCESSES WITH DISCRETE TIME AND SEMI-MARKOV PROCESSES

BOOK CHAPTER published December 2005 in Mathematical Theory of Adaptive Control

https://doi.org/10.1142/9789812701039_0007 Actions

Value iteration and rolling plans for Markov control processes with unbounded rewards

PROCEEDINGS ARTICLE published 1990 in 29th IEEE Conference on Decision and Control

Authors: O. Hernandez-Lerma | J.B. Lasserre

https://doi.org/10.1109/cdc.1990.203835 Actions
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