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Risk Sensitive Markov Decision Processes

BOOK CHAPTER published 1997 in Systems and Control in the Twenty-First Century

Authors: S. I. Marcus | E. Fernández-Gaucherand | D. Hernández-Hernández | S. Coraluppi | P. Fard

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

Risk-sensitive and minimax control of discrete-time, finite-state Markov decision processes

JOURNAL ARTICLE published February 1999 in Automatica

Authors: Stefano P. Coraluppi | Steven I. Marcus

Risk-sensitive optimal control of hidden Markov models: a case study

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

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

Risk sensitive control of Markov processes in countable state space

JOURNAL ARTICLE published November 1996 in Systems & Control Letters

Authors: Daniel Hernandez-Hernández | Steven I. Marcus

Risk-sensitive optimal control of hidden Markov models: structural results

JOURNAL ARTICLE published 1997 in IEEE Transactions on Automatic Control

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

Mixed risk-neutral/minimax control of discrete-time, finite-state Markov decision processes

JOURNAL ARTICLE published March 2000 in IEEE Transactions on Automatic Control

Authors: S.P. Coraluppi | S.I. Marcus

Markov decision processes with risk-sensitive criteria: dynamic programming operators and discounted stochastic games

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

Authors: R. Cavazos-Cadena | E. Fernandez-Gaucherand

Markov decision processes with risk-sensitive criteria: dynamic programming operators and discounted stochastic games

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

Authors: R. Cavazos-Cadena | E. Fernandez-Gaucherand

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

On weak conditions and optimality inequality solutions in risk-sensitive controlled Markov processes with average criterion

PROCEEDINGS ARTICLE published in Proceedings of the 41st IEEE Conference on Decision and Control, 2002.

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

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

Controlled Markov processes on the infinite planning horizon: weighted and overtaking cost criteria

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

Authors: E. Fernandez-Gaucherand | M.K. Ghosh | S.I. Marcus

On the adaptive control of a partially observable binary markov decision process

BOOK CHAPTER published in Advances in Computing and Control

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

Risk-Sensitive Optimal Control in Communicating Average Markov Decision Chains

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

Authors: Rolando Cavazos-Cadena | Emmanuel Fernández-Gaucherand

Controlled Markov chains with risk-sensitive exponential average cost criterion

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

Authors: A. Brau | E. Fernandez-Gaucherand

Adaptive control of discounted Markov decision chains

JOURNAL ARTICLE published June 1985 in Journal of Optimization Theory and Applications

Authors: O. Hernández-Lerma | S. I. Marcus

On the adaptive control of a partially observable Markov decision process

PROCEEDINGS ARTICLE published in Proceedings of the 27th IEEE Conference on Decision and Control

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

Continuous-Time Markov Decision Processes

BOOK CHAPTER published 2009 in Stochastic Modelling and Applied Probability

Authors: Xianping Guo | Onésimo Hernández-Lerma