Free eBook “Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations” by Yoav Shoham and Kevin Leyton-Brown. Multiagent systems consist of multiple autonomous entities having different information and/or diverging interests.
Book Description
This comprehensive introduction to the field offers a computer science perspective, but also draws on ideas from game theory, economics, operations research, logic, philosophy and linguistics. It will serve as a reference for researchers in each of these fields, and be used as a text for advanced undergraduate and graduate courses.
Table of Contents
- Distributed Constraint Satisfaction
- Distributed Optimization
- Introduction to Noncooperative Game Theory: Games in Normal Form
- Computing Solution Concepts of Normal-Form Games
- Richer Representations: Beyond the Normal and Extensive Forms
- Learning and Teaching
- Communication
- Aggregating Preferences: Social Choice
- Protocols for Strategic Agents: Mechanism Design
- Protocols for Multiagent Resource Allocation: Auctions
- Teams of Selfish Agents: An Introduction to Coalitional Game Theory
- Logics of Knowledge and Belief
- Beyond Belief: Probability, Dynamics and Intention
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Author(s): Yoav Shoham and Kevin Leyton-Brown.
Format(s): PDF
File size: 3.73 MB
Number of pages: 532
Link: Download.
Format(s): PDF
File size: 3.73 MB
Number of pages: 532
Link: Download.