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Average Reward Criterion

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

https://doi.org/10.1007/978-1-4419-8714-3_3 Actions

Discounted Reward Criterion

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

https://doi.org/10.1007/978-1-4419-8714-3_2 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

Parameter Estimation in MCM’s

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

https://doi.org/10.1007/978-1-4419-8714-3_5 Actions

Discrete-time Markov control processes with recursive discount rates

JOURNAL ARTICLE published 7 July 2016 in Kybernetika

Authors: Yofre H. García | Juan González-Hernández

https://doi.org/10.14736/kyb-2016-3-0403 Actions

Constrained Continuous-Time Markov Control Processes with Discounted Criteria

JOURNAL ARTICLE published 4 January 2003 in Stochastic Analysis and Applications

Authors: Xianping Guo | Onésimo Hernández-Lerma

https://doi.org/10.1081/sap-120019291 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

A forecast horizon and a stopping rule for general Markov decision processes

JOURNAL ARTICLE published June 1988 in Journal of Mathematical Analysis and Applications

Authors: O Hernández-Lerma | J.B Lasserre

https://doi.org/10.1016/0022-247x(88)90069-8 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

Sample-path average optimality for Markov control processes

JOURNAL ARTICLE published 1999 in IEEE Transactions on Automatic Control

Authors: J.B. Lasserre

https://doi.org/10.1109/9.793787 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

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

Local Poisson Equations Associated with Discrete-Time Markov Control Processes

JOURNAL ARTICLE published April 2017 in Journal of Optimization Theory and Applications

Research funded by CONACYT (254166)

Authors: Daniel Hernández Hernández | Diego Hernández Bustos

https://doi.org/10.1007/s10957-017-1076-5 Actions

New tests of optimality in Markov decision processes

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

Authors: J.B. Lasserre

https://doi.org/10.1109/cdc.1994.411025 Actions

On the classification of Markov chains via occupation measures

JOURNAL ARTICLE published 2000 in Applicationes Mathematicae

Authors: Onésimo Hernández-Lerma | Jean Lasserre

https://doi.org/10.4064/am-27-4-489-498 Actions

Infinite Linear Programming and Multichain Markov Control Processes in Uncountable Spaces

JOURNAL ARTICLE published January 1998 in SIAM Journal on Control and Optimization

Authors: Onésimo Hernández-Lerma | Juan González-Hernández

https://doi.org/10.1137/s0363012995292238 Actions

Average Optimality for Pathwise Rewards

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_8 Actions

Average Optimality for Nonnegative Costs

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_5 Actions

Constrained Optimality for Discount 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_11 Actions

Constrained Optimality for Average 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_12 Actions
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