Save 40% on books and eBooks in Engineering & Materials Science or in Social & Behavioral Sciences!

SpringerBriefs in Probability and Mathematical Statistics

Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution

Discounted and Average Criteria

Authors: Minjárez-Sosa, J. Adolfo

Free Preview
  • First book providing a study on discrete-time Markov games with unknown disturbance distribution
  • Presents a systematic analysis on recent developments of estimation and control procedures in Markov games
  • Contains several examples to illustrate the game models as well as the implementation of the estimation and control algorithms
おすすめポイントをすべて見る

書籍の購入

イーブック ¥5,615
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: January 27, 2020
  • ISBN 978-3-030-35720-7
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: EPUB, PDF
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
ソフトカバー ¥7,019
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: January 28, 2020
  • ISBN 978-3-030-35719-1
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
この書籍について

This SpringerBrief deals with a class of discrete-time zero-sum Markov games with Borel state and action spaces, and possibly unbounded payoffs, under discounted and average criteria, whose state process evolves according to a stochastic difference equation. The corresponding disturbance process is an observable sequence of independent and identically distributed random variables with unknown distribution for both players. Unlike the standard case, the game is played over an infinite horizon evolving as follows. At each stage, once the players have observed the state of the game, and before choosing the actions, players 1 and 2 implement a statistical estimation process to obtain estimates of the unknown distribution. Then, independently, the players adapt their decisions to such estimators to select their actions and construct their strategies. This book presents a systematic analysis on recent developments in this kind of games. Specifically, the theoretical foundations on the procedures combining statistical estimation and control techniques for the construction of strategies of the players are introduced, with illustrative examples. In this sense, the book is an essential reference for theoretical and applied researchers in the fields of stochastic control and game theory, and their applications.

Table of contents (5 chapters)

Table of contents (5 chapters)

書籍の購入

イーブック ¥5,615
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: January 27, 2020
  • ISBN 978-3-030-35720-7
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: EPUB, PDF
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
ソフトカバー ¥7,019
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • 予定日: January 28, 2020
  • ISBN 978-3-030-35719-1
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
Loading...

この書籍のサービス情報

あなたへのおすすめ

Loading...

書誌情報

Bibliographic Information
Book Title
Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution
Book Subtitle
Discounted and Average Criteria
Authors
Series Title
SpringerBriefs in Probability and Mathematical Statistics
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
The Author(s), under exclusive license to Springer Nature Switzerland AG
イーブック ISBN
978-3-030-35720-7
DOI
10.1007/978-3-030-35720-7
ソフトカバー ISBN
978-3-030-35719-1
Series ISSN
2365-4333
Edition Number
1
Number of Pages
XIV, 120
Number of Illustrations
2 b/w illustrations, 2 illustrations in colour
Topics