| 书目名称 | Stochastic Teams, Games, and Control under Information Constraints | | 编辑 | Serdar Yüksel,Tamer Başar | | 视频video | | | 概述 | Offers a unified theory of information structures for stochastic control.Explores and unifies the progress made in the field of stochastic decision making over several decades.Provides a mathematicall | | 丛书名称 | Systems & Control: Foundations & Applications | | 图书封面 |  | | 描述 | .This monograph presents a mathematically rigorous and accessible treatment of the interaction between information, decision, control, and probability in single-agent and multi-agent systems. The book provides a comprehensive and unified theory of information structures for stochastic control, stochastic teams, stochastic games, and networked control systems..Part I of the text is concerned with a general mathematical theory of information structures for stochastic teams, leading to systematic characterizations and classifications, geometric and topological properties, implications on existence, approximations and relaxations, their comparison, and regularity of optimal solutions in information. Information structures in stochastic games are then considered in Part II, and the dependence of equilibrium solutions and behavior on information is demonstrated. Part III studies information design through information theory in networked control systems – both linear and nonlinear – and discusses optimality and stability criteria. Finally, Part IV introduces information and signaling games under several solution concepts, with applications to prior mismatch, cost mismatch and privacy, rep | | 出版日期 | Book 2024 | | 关键词 | stochastic control theory; decentralized stochastic control; stochastic game theory; control under info | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-54071-4 | | isbn_softcover | 978-3-031-54073-8 | | isbn_ebook | 978-3-031-54071-4Series ISSN 2324-9749 Series E-ISSN 2324-9757 | | issn_series | 2324-9749 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 16:04:20
