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Average cost criterion induced by the regular utility function for continuous-time Markov decision processes

JOURNAL ARTICLE published September 2017 in Discrete Event Dynamic Systems

Authors: Qingda Wei | Xian Chen

https://doi.org/10.1007/s10626-017-0237-x Actions

Optimization of parametric policies of Markov decision processes under a variance criterion

PROCEEDINGS ARTICLE published May 2016 in 2016 13th International Workshop on Discrete Event Systems (WODES)

Authors: Li Xia

https://doi.org/10.1109/wodes.2016.7497868 Actions

The risk probability criterion for discounted continuous-time Markov decision processes

JOURNAL ARTICLE published December 2017 in Discrete Event Dynamic Systems

Research funded by National Natural Science Foundation of China (61374067 and 11471341)

Authors: Haifeng Huo | Xiaolong Zou | Xianping Guo

https://doi.org/10.1007/s10626-017-0257-6 Actions

Markov Decision Processes

BOOK CHAPTER published in Stochastic Modelling and Applied Probability

https://doi.org/10.1007/0-387-26871-5_9 Actions

Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes

JOURNAL ARTICLE published 8 February 2007 in Discrete Event Dynamic Systems

Authors: Mohammed Shahid Abdulla | Shalabh Bhatnagar

https://doi.org/10.1007/s10626-006-0003-y Actions

The Expected Total Cost Criterion

BOOK CHAPTER published 1999 in Further Topics on Discrete-Time Markov Control Processes

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

https://doi.org/10.1007/978-1-4612-0561-6_3 Actions

Variance minimization of parameterized Markov decision processes

JOURNAL ARTICLE published March 2018 in Discrete Event Dynamic Systems

Research funded by National Natural Science Foundation of China (61573206)

Authors: Li Xia

https://doi.org/10.1007/s10626-017-0258-5 Actions

Infinite-Horizon Discounted-Cost Problems

BOOK CHAPTER published 1996 in Discrete-Time Markov Control Processes

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

https://doi.org/10.1007/978-1-4612-0729-0_4 Actions

Finite-Horizon Problems

BOOK CHAPTER published 1996 in Discrete-Time Markov Control Processes

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

https://doi.org/10.1007/978-1-4612-0729-0_3 Actions

Markov Processes

BOOK CHAPTER published 1992 in Discrete Stochastics

Authors: Konrad Jacobs

https://doi.org/10.1007/978-3-0348-8645-1_6 Actions

Markov Control Processes

BOOK CHAPTER published 1996 in Discrete-Time Markov Control Processes

Authors: Onésimo Hernández-Lerma | Jean Bernard Lasserre

https://doi.org/10.1007/978-1-4612-0729-0_2 Actions

Finite-State Approximation of Markov Decision Processes

BOOK CHAPTER published 2018 in Systems & Control: Foundations & Applications

Authors: Naci Saldi | Tamás Linder | Serdar Yüksel

https://doi.org/10.1007/978-3-319-79033-6_4 Actions

Markov Processes with Countable State Spaces

BOOK CHAPTER published 1996 in Discrete Stochastic Processes

Authors: Robert G. Gallager

https://doi.org/10.1007/978-1-4615-2329-1_6 Actions

Finite horizon continuous-time Markov decision processes with mean and variance criteria

JOURNAL ARTICLE published December 2018 in Discrete Event Dynamic Systems

Research funded by NSFC (11471341)

Authors: Yonghui Huang

https://doi.org/10.1007/s10626-018-0273-1 Actions

Finite-Action Approximation of Markov Decision Processes

BOOK CHAPTER published 2018 in Systems & Control: Foundations & Applications

Authors: Naci Saldi | Tamás Linder | Serdar Yüksel

https://doi.org/10.1007/978-3-319-79033-6_3 Actions

Risk-sensitive continuous-time Markov decision processes with unbounded rates and Borel spaces

JOURNAL ARTICLE published December 2019 in Discrete Event Dynamic Systems

Research funded by National Natural Science Foundation of China (61773411) | National Natural Science Foundation of China (61673019)

Authors: Xianping Guo | Junyu Zhang

https://doi.org/10.1007/s10626-019-00292-y Actions

Parallel Rollout for Online Solution of Partially Observable Markov Decision Processes

JOURNAL ARTICLE published July 2004 in Discrete Event Dynamic Systems

Authors: Hyeong Soo Chang | Robert Givan | Edwin K. P. Chong

https://doi.org/10.1023/b:disc.0000028199.78776.c4 Actions

A new parallelized of hierarchical value iteration algorithm for discounted Markov decision processes

JOURNAL ARTICLE published 2022 in Discrete and Continuous Dynamical Systems - S

https://doi.org/10.3934/dcdss.2022189 Actions

Finite State Markov Chains

BOOK CHAPTER published 1996 in Discrete Stochastic Processes

Authors: Robert G. Gallager

https://doi.org/10.1007/978-1-4615-2329-1_4 Actions

Finite approximation of the first passage models for discrete-time Markov decision processes with varying discount factors

JOURNAL ARTICLE published December 2016 in Discrete Event Dynamic Systems

Authors: Xiao Wu | Junyu Zhang

https://doi.org/10.1007/s10626-014-0209-3 Actions
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