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Two Person Zero-Sum Semi-Markov Games with Unknown Holding Times Distribution on One Side: A Discounted Payoff Criterion JOURNAL ARTICLE published June 2008 in Applied Mathematics and Optimization |
Note on stability estimation in average Markov control processes JOURNAL ARTICLE published 24 October 2015 in Kybernetika |
Strong average optimality criterion for continuous-time Markov decision processes JOURNAL ARTICLE published 2 January 2015 in Kybernetika |
Zero-Sum Markov Games BOOK CHAPTER published 2020 in Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution |
Discounted Reward Criterion BOOK CHAPTER published 1989 in Adaptive Markov Control Processes |
Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution BOOK published 2020 in SpringerBriefs in Probability and Mathematical Statistics |
Estimation and Control of Stochastic Systems under Discounted Criterion BOOK CHAPTER published 1 January 2009 in Frontiers in Adaptive Control |
Semi-Markov Control Models with Partially Known Holding Times Distribution: Discounted and Average Criteria JOURNAL ARTICLE published June 2011 in Acta Applicandae Mathematicae |
Uniqueness of optimal policies as a generic property of discounted Markov decision processes: Ekeland's variational principle approach JOURNAL ARTICLE published 20 March 2016 in Kybernetika |
Approximation of zero-sum continuous-time Markov games under the discounted payoff criterion JOURNAL ARTICLE published October 2015 in TOP |
Difference-Equation Games: Examples BOOK CHAPTER published 2020 in Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution |
Markov games with unknown random state‐actions‐dependent discount factors: Empirical estimation JOURNAL ARTICLE published January 2021 in Asian Journal of Control Research funded by Consejo Nacional de Ciencia y Tecnología, Guatemala (CB2015/254306) |
Mean-variance optimality for semi-Markov decision processes under first passage criteria JOURNAL ARTICLE published 30 March 2017 in Kybernetika |
Discrete-time Markov control processes with recursive discount rates JOURNAL ARTICLE published 7 July 2016 in Kybernetika |
Approximation of Infinite Horizon Discounted Cost Markov Decision Processes BOOK CHAPTER published 2012 in Optimization, Control, and Applications of Stochastic Systems |
Customizing exponential semi-Markov decision processes under the discounted cost criterion JOURNAL ARTICLE published April 2018 in European Journal of Operational Research |
Estimate and approximate policy iteration algorithm for discounted Markov decision models with bounded costs and Borel spaces JOURNAL ARTICLE published 31 May 2017 in Risk and Decision Analysis |
Markov control models with unknown random state–action-dependent discount factors JOURNAL ARTICLE published October 2015 in TOP |
Optimal Control of Discounted-Reward Markov Decision Processes Under Linear Temporal Logic Specifications PROCEEDINGS ARTICLE published 25 May 2021 in 2021 American Control Conference (ACC) Research funded by Office of Naval Research (ONR) (N00014-20-1-2258) | Defense Advanced Research Projects Agency (DARPA) (HR00112010003) |
An actor–critic algorithm with function approximation for discounted cost constrained Markov decision processes JOURNAL ARTICLE published December 2010 in Systems & Control Letters |