Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations van Yoav Shoham, Kevin Leyton-Brown is een Engelstalig gedrukt boek. Deze titel is geschikt voor studenten in het hoger onderwijs.
Multiagent systems combine multiple autonomous entities, each having diverging interests or different information. This overview of 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 or graduate courses. The authors emphasize foundations to create a broad and rigorous treatment of their subject, with thorough presentations of distributed problem solving, game theory, multiagent communication and learning, social choice, mechanism design, auctions, cooperative game theory, and modal logics of knowledge and belief. For each topic, basic concepts are introduced, examples are given, proofs of key results are offered, and algorithmic considerations are examined. An appendix covers background material in probability theory, classical logic, Markov decision processes and mathematical programming.
Multiagent systems are those that include multiple autonomous entities with either diverging information or diverging interests, or both. This thorough introduction to a burgeoning field is written from a computer science perspective, while bringing together ideas from operations research, game theory, economics, logic, and even philosophy and linguistics.
A thorough introduction to a burgeoning interdisciplinary field, with an emphasis on foundational material.
Inhoudelijk sluit dit boek aan bij onderwerpen als Artificial intelligence (AI), COMPUTERS / Artificial Intelligence / General, Computing: Professional & Programming.