Download E-books A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence (Synthesis Lectures on Artificial Intelligence and Machine Learning) PDF

By Nikos Vlassis

Multiagent platforms is an increasing box that blends classical fields like online game idea and decentralized keep watch over with glossy fields like machine technology and laptop studying. This monograph presents a concise creation to the topic, masking the theoretical foundations in addition to newer advancements in a coherent and readable demeanour. The textual content is founded at the idea of an agent as determination maker. bankruptcy 1 is a quick advent to the sphere of multiagent structures. bankruptcy 2 covers the fundamental idea of singleagent determination making lower than uncertainty. bankruptcy three is a short advent to video game conception, explaining classical options like Nash equilibrium. bankruptcy four offers with the basic challenge of coordinating a crew of collaborative brokers. bankruptcy five reports the matter of multiagent reasoning and selection making lower than partial observability. bankruptcy 6 specializes in the layout of protocols which are sturdy opposed to manipulations via self-interested brokers. bankruptcy 7 offers a quick advent to the quickly increasing box of multiagent reinforcement studying. the cloth can be utilized for educating a half-semester direction on multiagent platforms masking, approximately, one bankruptcy consistent with lecture.

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