Associative Memory-Based Reasoning
Alexander A. Petrov
Broschiertes Buch

Associative Memory-Based Reasoning

A Computational Model of Analogy-Making in a Decentralized Multi-Agent Cognitive Architecture

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Through analogy, novel situations and problems can be understood in terms of familiar ones. There is converging evidence that analogy-making lies at the very core of human cognition. Conversely, successful analogy-making requires the resources of an entire cognitive architecture. This book describes a computational model of analogy-making called AMBR (Associative Memory-Based Reasoning). AMBR is based on a hybrid symbolic-connectionist multi-agent cognitive architecture called DUAL. Macroscopic behavior in DUAL emerges from the interactions of simple processing agents in dynamic coalitions. Un...