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A Concise Introduction to Multiagent Systems and Distributed Artificial IntelligencePartial Observability

A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence: Partial... [In the previous chapters we assumed that the world state is fully observable to the agents. Here we relax this assumption and examine the case where parts of the state are hidden to the agents. In such a partially observable world an agent must always reason about his knowledge, and the knowledge of the others, prior to making decisions. We formalize the notions of knowledge and common knowledge in such domains, and describe the model of a Bayesian game for multiagent decision making under partial observability.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

A Concise Introduction to Multiagent Systems and Distributed Artificial IntelligencePartial Observability

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Publisher
Springer International Publishing
Copyright
© Springer Nature Switzerland AG 2007
ISBN
978-3-031-00415-5
Pages
35 –44
DOI
10.1007/978-3-031-01543-4_5
Publisher site
See Chapter on Publisher Site

Abstract

[In the previous chapters we assumed that the world state is fully observable to the agents. Here we relax this assumption and examine the case where parts of the state are hidden to the agents. In such a partially observable world an agent must always reason about his knowledge, and the knowledge of the others, prior to making decisions. We formalize the notions of knowledge and common knowledge in such domains, and describe the model of a Bayesian game for multiagent decision making under partial observability.]

Published: Jan 1, 2007

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