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Control of Markov Chains with Long-Run Average Cost Criterion

BOOK CHAPTER published 1988 in The IMA Volumes in Mathematics and Its Applications

Authors: Vivek S. Borkar

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

Estimation and control in finite Markov decision processes with the average reward criterion

JOURNAL ARTICLE published 2004 in Applicationes Mathematicae

Authors: Rolando Cavazos-Cadena | Raúl Montes-de-Oca

Adaptive control of a partially observed controlled Markov chain

BOOK CHAPTER published in Stochastic Theory and Adaptive Control

Authors: Emmanuel Fernández-Gaucherand | Aristotle Arapostathis | Steven I. Marcus

Sample-Path Optimal Stationary Policies in Stable Markov Decision Chains with the Average Reward Criterion

JOURNAL ARTICLE published June 2015 in Journal of Applied Probability

Authors: Rolando Cavazos-Cadena | Raúl Montes-De-Oca | Karel Sladký

Discrete-time zero-sum games for Markov chains with risk-sensitive average cost criterion

JOURNAL ARTICLE published April 2023 in Stochastic Processes and their Applications

Research funded by Science and Engineering Research Board (MTR/2021/000307)

Authors: Mrinal K. Ghosh | Subrata Golui | Chandan Pal | Somnath Pradhan

Markov Decision Processes

BOOK CHAPTER published in Stochastic Modelling and Applied Probability

Risk-sensitive control of Markov chains and differential games

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

Authors: T. Runolfsson

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

Sample-Path Optimal Stationary Policies in Stable Markov Decision Chains with the Average Reward Criterion

JOURNAL ARTICLE published June 2015 in Journal of Applied Probability

Authors: Rolando Cavazos-Cadena | Raúl Montes-De-Oca | Karel Sladký

Risk-Sensitive Average Optimality in Markov Decision Chains

BOOK CHAPTER published in Operations Research Proceedings

Authors: Karel Sladký | Raúl Montes-de-Oca

Risk-Sensitive, Minimax, and Mixed Risk-Neutral / Minimax Control of Markov Decision Processes

BOOK CHAPTER published 1999 in Stochastic Analysis, Control, Optimization and Applications

Authors: Stefano P. Coraluppi | Steven I. Marcus

Average Optimality for Unbounded Rewards

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

Average Optimality for Finite Models

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

Risk-sensitive Markov stopping games with an absorbing state

JOURNAL ARTICLE published 7 April 2022 in Kybernetika

Authors: Jaicer López-Rivero | Rolando Cavazos-Cadena | Hugo Cruz-Suárez

Risk-Sensitive Control of HMM

BOOK CHAPTER published in Hidden Markov Models

On partially observable Markov decision processes with an average cost criterion

PROCEEDINGS ARTICLE published in Proceedings of the 28th IEEE Conference on Decision and Control

Authors: E. Fernandez-Gaucherand | A. Arapostathis | S.I. Marcus

Remarks on the existence of solutions to the average cost optimality equation in Markov decision processes

JOURNAL ARTICLE published December 1990 in Systems & Control Letters

Authors: Emmanuel Fernández-Gaucherand | Aristotle Arapostathis | Steven I. Marcus

Stochastic Modelling of Early HIV Immune Responses Under Treatment by Protease Inhibitors

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

Authors: Wai-Yuan Tan | Zhihua Xiang

Necessary conditions for the optimality equation in average-reward Markov decision processes

JOURNAL ARTICLE published January 1989 in Applied Mathematics & Optimization

Authors: Rolando Cavazos-Cadena