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Item Details
| Title:
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A CONCISE INTRODUCTION TO MULTIAGENT SYSTEMS AND DISTRIBUTED ARTIFICIAL INTELLIGENCE
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| By: |
Nikos Vlassis, Ronald Brachman, Thomas Dietterich |
| Format: |
Paperback |
| List price:
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£40.95 |
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We believe that this item is permanently unavailable, and so we cannot source
it.
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| ISBN 10: |
1598295268 |
| ISBN 13: |
9781598295269 |
| Publisher: |
MORGAN & CLAYPOOL PUBLISHERS |
| Pub. date: |
29 June, 1905 |
| Series: |
Synthesis Lectures on Artificial Intelligence and Machine Learning |
| Pages: |
71 |
| Description: |
Multiagent systems is an expanding field that blends classical fields like game theory and decentralized control with modern fields like computer science and machine learning. This volume provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner. |
| Synopsis: |
Multiagent systems is an expanding field that blends classical fields like game theory and decentralized control with modern fields like computer science and machine learning. This monograph provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner. The text is centered on the concept of an agent as decision maker. Chapter 1 is a short introduction to the field of multiagent systems. Chapter 2 covers the basic theory of singleagent decision making under uncertainty. Chapter 3 is a brief introduction to game theory, explaining classical concepts like Nash equilibrium. Chapter 4 deals with the fundamental problem of coordinating a team of collaborative agents. Chapter 5 studies the problem of multiagent reasoning and decision making under partial observability. Chapter 6 focuses on the design of protocols that are stable against manipulations by self-interested agents. Chapter 7 provides a short introduction to the rapidly expanding field of multiagent reinforcement learning.The material can be used for teaching a half-semester course on multiagent systems covering, roughly, one chapter per lecture. |
| Illustrations: |
1, black & white illustrations |
| Publication: |
US |
| Imprint: |
Morgan & Claypool Publishers |
| Returns: |
Non-returnable |
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Ramadan and Eid al-Fitr
A celebratory, inclusive and educational exploration of Ramadan and Eid al-Fitr for both children that celebrate and children who want to understand and appreciate their peers who do.
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