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Markov Chains and Invariant Probabilities

BOOK published 2003

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

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

Average cost optimal policies for Markov control processes with Borel state space and unbounded costs

JOURNAL ARTICLE published November 1990 in Systems & Control Letters

Authors: Onésimo Hernández-Lerma | Jean B. Lasserre

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

Controlled Markov Processes

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

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

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

Linear programming approximations for Markov control processes in metric spaces

PROCEEDINGS ARTICLE published in Proceedings of the 36th IEEE Conference on Decision and Control

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

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

Adaptive Markov Control Processes

BOOK published 1989 in Applied Mathematical Sciences

Authors: O. Hernández-Lerma

Continuous-Time Markov Decision Processes

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

The Linear Programming Approach

BOOK CHAPTER published 2002 in International Series in Operations Research & Management Science

Authors: Onésimo Hernández-Lerma | Jean B. Lasserre

Existence and Uniqueness of Fixed Points for Markov Operators and Markov Processes

JOURNAL ARTICLE published May 1998 in Proceedings of the London Mathematical Society

Authors: O Hernández-Lerma | JB Lasserre

Weak conditions for average optimality in Markov control processes

JOURNAL ARTICLE published April 1994 in Systems & Control Letters

Authors: Onésimo Hernéandez-Lerma | Jean B. Lasserre

Selected Topics on Continuous-Time Controlled Markov Chains and Markov Games

MONOGRAPH published 2012 in ICP Advanced Texts in Mathematics

Authors: Tomás Prieto-Rumeau | Onésimo Hernández-Lerma

Further criteria for positive Harris recurrence of Markov chains

JOURNAL ARTICLE published 24 October 2000 in Proceedings of the American Mathematical Society

Authors: Onésimo Hernández-Lerma | Jean B. Lasserre

Partially Observable Control Models

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

Selected Topics on Continuous-Time Controlled Markov Chains and Markov Games

MONOGRAPH published March 2012 in ICP Advanced Texts in Mathematics

Authors: Tomás Prieto-Rumeau | Onésimo Hernández-Lerma

Discretization Procedures

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

Average cost Markov Decision Processes: Optimality conditions

JOURNAL ARTICLE published July 1991 in Journal of Mathematical Analysis and Applications

Authors: O Hernández-Lerma | J.C Hennet | J.B Lasserre