Alexey Piunovskiy – författare
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4 produkter
4 produkter
Continuous-Time Markov Decision Processes
Borel Space Models and General Control Strategies
Inbunden, Engelska, 2020
970 kr
Skickas inom 5-8 vardagar
This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields.
Continuous-Time Markov Decision Processes
Borel Space Models and General Control Strategies
Häftad, Engelska, 2021
970 kr
Skickas inom 5-8 vardagar
This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields.
Modern Trends in Controlled Stochastic Processes:
Theory and Applications, V.III
Inbunden, Engelska, 2021
2 156 kr
Skickas inom 10-15 vardagar
This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference.
Modern Trends in Controlled Stochastic Processes:
Theory and Applications, V.III
Häftad, Engelska, 2022
2 156 kr
Skickas inom 10-15 vardagar
This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference.