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I'm interested in finding a good book for beginners, so I can start to implement such a system. I've also tried reading "Multiagent Systems: A modern approach to distributed artificial intelligence" (can't find it on Amazon) but it's not what I'm looking for. Thanks for the help :).

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The book you have linked is a collection of invited research papers, which means it is quite an advanced book if you are just starting in Intelligent Systems.

Artificial Intelligence studied essentially by the Computer Science community. AI deals with training the machines, knowledge representation, and reasoning, learning, and planning methods. AI is about developing algorithms. The perfect reference to AI is: "Artificial Intelligence, A modern approach"

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