An imitation-based approach to modeling homogenous agents by Goran Trajkovski

By Goran Trajkovski

As curiosity in machine, cognitive, and social sciences develop, the necessity for substitute methods to types in comparable disciplines flourishes. An Imitation-Based method of Modeling Homogenous brokers Societies bargains a framework for modeling societies of self sustaining brokers that's seriously in response to fuzzy algebraic instruments. This book overviews structures constructed with the aim of simulating hypotheses or harvesting facts from human matters in efforts for calibration of the version of early studying in people. An Imitation-Based method of Modeling Homogenous brokers Societies reaches out to the cognitive sciences, psychology, and anthropology, offering a unique viewpoint on a couple of classical difficulties inside of those fields.

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16 Trajkovski In most approaches, the environment is represented in the agent by using formal methods, and very often the designer’s ontology is the same as the agent gnoseology. In other words, this means that in most approaches, the agent knows as much about the environment as the meta-agent — the designer. When some form of reinforcement learning is used in situated agents, there is an assumption that both the agent and the environments are in a clearly defined state that the agent can sense, meaning often that agents are given the knowledge of their global position in the environment (in terms of coordinates or some omnipotent sensors) that inform them about the particular state of the environment (Barto, Bradtke, & Singh, 1995).

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1995). Computation & intelligence: Collected readings. In G. F. ). AAAI Press. Copyright © 2007, Idea Group Inc. Copying or distributing in print or electronic forms without written permission of Idea Group Inc. is prohibited. , & Simon, H. (1957). Empirical exploration of the logic theory machine: A case study in heuristics. Computers and Thought (pp. 109-133). McGraw-Hill. Nilsson, N. (1974). Artificial intelligence. Information Processing, 74, 778801. Piaget, J. (1945). Play, dreams, and imitation in childhood.

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