Artificial Societies of Intelligent Agents: Virtual Experiments of Individual and Social Behaviour (repost)
Carlos Gershenson, "Artificial Societies of Intelligent Agents: Virtual Experiments of Individual and Social Behaviour"
English | 2010 | ISBN: 3838357736 | 120 pages | PDF | 6,2 MB
English | 2010 | ISBN: 3838357736 | 120 pages | PDF | 6,2 MB
In this book we use artificial societies to understand and simulate adaptive behaviour and social processes. We obtain this in three parallel ways: First, we present a behaviours production system capable of reproducing a high number of properties of adaptive behaviour and of exhibiting emergent lower cognition. Second, we introduce a simple model for social action, obtaining emergent complex social processes from simple interactions of imitation and induction of behaviours in agents.
And third, we present our approximation to a behaviours virtual laboratory, integrating our behaviours production system and our social action model in virtual animats. Before presenting our proposals, we make an introduction to artificial intelligence and behaviour-based systems, and also we give notions of complex systems and artificial societies. Finally, we discuss about the role of adaptive behaviour for understanding cognition and its evolution.