Development of a “Society of Mind” Cognitive Architecture based on the Principles of Artificial Economics
نویسندگان
چکیده
This research investigates the concept of mind as a control system using the “Society of Agents” metaphor. “Society of Agents” describes collective behaviours of simple and intelligent agents. “Society of Mind” is more than a collection of task-oriented and deliberative agents; it is a powerful concept for mind research and can benefit from the use of metacognition. The aim is to develop a self configurable computational model using the concept of metacognition. A six tiered SMCA (Society of Mind Cognitive Architecture) control model is designed that relies on a society of agents operating using metrics associated with the principles of artificial economics in animal cognition. Qualities such as level of decision making, its cost function and utility behaviour (the microeconomic level), physiological and goal oriented behaviour are investigated. The SMCA model is designed and implemented for six layers: reflexive, reactive, deliberative (BDI), learning (Q-learner), metacontrol and metacognition.
منابع مشابه
A "Society of Mind" Cognitive Architecture Based on the Principles of Artificial Economics
This research investigates the concept of mind as a control system using the " Society of Agents " metaphor, whereby the whole is described as the collective behaviour of simple and intelligent agents. This powerful concept for mind research benefits from the use of metacognition, and eases the development of a self configurable computational model. A six tiered SMCA (Society of Mind Cognitive ...
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