Description: Zero-Sum Discrete-Time Markov Games With Unknown Disturbance Distribution : Discounted and Average Criteria, Paperback by Minjárez-sosa, J. Adolfo, ISBN 3030357198, ISBN-13 9783030357191, Like New Used, Free P&P in the UK 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, th is an essential reference for theoretical and applied researchers in the fields of stochastic control and game theory, and their applications.
Price: 65.31 GBP
Location: Castle Donington
End Time: 2024-11-27T05:51:37.000Z
Shipping Cost: 20.77 GBP
Product Images
Item Specifics
Return postage will be paid by: Buyer
Returns Accepted: Returns Accepted
After receiving the item, your buyer should cancel the purchase within: 30 days
Book Title: Zero-Sum Discrete-Time Markov Games With Unknown Disturbance Dist
Number of Pages: 120 Pages
Language: English
Publication Name: Zero-Sum Discrete-Time Markov Games with Unknown Disturbance Distribution: Discounted and Average Criteria
Publisher: Springer Nature Switzerland A&G
Publication Year: 2020
Subject: Mathematics
Item Height: 235 mm
Item Weight: 221 g
Type: Textbook
Author: J. Adolfo Minjarez-Sosa
Series: Springerbriefs in Probability and Mathematical Statistics
Item Width: 155 mm
Format: Paperback
