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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

Existence of Risk-Sensitive Optimal Stationary Policies for Controlled Markov Processes

JOURNAL ARTICLE published 19 November 1999 in Applied Mathematics and Optimization

Authors: D. Hernández-Hernández

Controlled Markov chains with discounted risk-sensitive criteria: Applications to machine replacement

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

Authors: G. Avila-Godoy | A. Brau | E. Fernandez-Gaucherand

Markov Control Processes

BOOK CHAPTER published 1996 in Discrete-Time Markov Control Processes

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

Analysis of an adaptive control scheme for a partially observed controlled Markov chain

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

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

Controlled Markov chains with exponential risk-sensitive criteria: modularity, structured policies and applications

PROCEEDINGS ARTICLE published in Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171)

Authors: G. Avila-Godoy | E. Fernandez-Gaucherand

Controlled Markov chains with risk-sensitive average cost criterion: the non-irreducible case

PROCEEDINGS ARTICLE published in Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228)

Authors: A. Brau-Rojas | E. Fernandez-Gaucherand

Controlled Markov chains with risk-sensitive average cost criterion: the non-irreducible case

PROCEEDINGS ARTICLE published in Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228)

Authors: A. Brau-Rojas | E. Fernandez-Gaucherand

Controlled Markov chains with risk-sensitive criteria: some (counter) examples

PROCEEDINGS ARTICLE published in Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171)

Authors: A. Brau-Rojas | R. Cavazos-Cadena | E. Fernandez-Gaucherand

Multitime scale markov decision processes

JOURNAL ARTICLE published June 2003 in IEEE Transactions on Automatic Control

Authors: P.J. Fard | S.I. Marcus | M. Shayman

On the average cost optimality equation and the structure of optimal policies for partially observable Markov decision processes

JOURNAL ARTICLE published December 1991 in Annals of Operations Research

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

A methodology for the adaptive control of Markov chains under partial state information

PROCEEDINGS ARTICLE published in [1992] Proceedings of the 31st IEEE Conference on Decision and Control

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

Analysis of a risk-sensitive control problem for hidden Markov chains

JOURNAL ARTICLE published May 1999 in IEEE Transactions on Automatic Control

Authors: D. Hernandez-Hernandez | S.I. Marcus | P.J. Fard

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

BOOK published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma

Discrete-Time Controlled Markov Processes with Average Cost Criterion: A Survey

JOURNAL ARTICLE published March 1993 in SIAM Journal on Control and Optimization

Authors: Aristotle Arapostathis | Vivek S. Borkar | Emmanuel Fernández-Gaucherand | Mrinal K. Ghosh | Steven I. Marcus

Controlled Markov Processes

BOOK CHAPTER published 1989 in Adaptive Markov Control Processes

Authors: O. Hernández-Lerma

Discounted Approximations for Risk-Sensitive Average Criteria in Markov Decision Chains with Finite State Space

JOURNAL ARTICLE published February 2011 in Mathematics of Operations Research

Authors: Rolando Cavazos-Cadena | Daniel Hernández-Hernández

Verification of Markov Decision Processes with Risk-Sensitive Measures

PROCEEDINGS ARTICLE published June 2018 in 2018 Annual American Control Conference (ACC)

Authors: Murat Cubuktepe | Ufuk Topcu

Risk-Sensitive Control of Finite State Machines on an Infinite Horizon I

JOURNAL ARTICLE published September 1997 in SIAM Journal on Control and Optimization

Authors: W. H. Fleming | D. Hernández-Hernández