Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling
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Published By Springer International Publishing

9783030549862, 9783030549879

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The Discounted Cost Model

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_3 ◽

2020 ◽

pp. 145-200

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

Discounted Cost

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The Average Cost Model

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_5 ◽

2020 ◽

pp. 263-336

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

Average Cost ◽

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Gradual-Impulsive Control Models

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_7 ◽

2020 ◽

pp. 403-472

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

Impulsive Control ◽

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Reduction to DTMDP: The Total Cost Model

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_4 ◽

2020 ◽

pp. 201-262

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

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Description of CTMDPs and Preliminaries

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_1 ◽

2020 ◽

pp. 1-62

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

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The Total Cost Model: General Case

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_6 ◽

2020 ◽

pp. 337-402

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

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Selected Properties of Controlled Processes

Continuous-Time Markov Decision Processes - Probability Theory and Stochastic Modelling ◽

10.1007/978-3-030-54987-9_2 ◽

2020 ◽

pp. 63-144

Author(s):

Alexey Piunovskiy ◽

Yi Zhang

Keyword(s):

Controlled Processes

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