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Published in:
2005 | OriginalPaper | Chapter
Adaptation and Decision-Making Driven by Emotional Memories
Authors : Luís Morgado, Graça Gaspar
Published in: Progress in Artificial Intelligence
Publisher: Springer Berlin Heidelberg
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The integration between emotion and cognition can provide an important support for adaptation and decision-making under resource-bounded conditions, typical of real-world domains. The ability to adjust cognitive activity and to take advantage of emotion-modulated memories are two main aspects resulting from that integration. In this paper we address those issues under the framework of the
agent flow model
, describing the formation of emotional memories and the regulation of their use through attention focusing. Experimental results from simulated rescue scenarios show how the proposed approach enables effective decision making and fast adaptation rates in completely unknown environments.