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Título
Replanning Mechanism for Deliberate Agents in Dynamic Changing Environments
Autor(es)
Assunto
Computer Science
Fecha de publicación
2008
Editor
Wiley-Blackwell
Citación
Computational Intelligence. Volumen 24 (2), pp. 77-107. Wiley-Blackwell.
Resumen
This paper proposes a replanning mechanism for deliberative agents as a new approach to tackling the frame problem. We propose a beliefs desires and intentions (BDI) agent architecture using a case-based planning (CBP) mechanism for reasoning. We discuss the characteristics of the problems faced with planning where constraint satisfaction problems (CSP) resources are limited and formulate, through variation techniques, a reasoning model agent to resolve them. The design of the agent proposed, named MRP-Ag (most-replanable agent), will be evaluated in different environments using a series of simulation experiments, comparing it with others such as E-Ag (Efficient Agent) and O-Ag (Optimum Agent). Last, the most important results will be summarized, and the notion of an adaptable agent will be introduced.
URI
ISSN
0824-7935 (Print) / 1467-8640 (Online)
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