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REPLANNING MECHANISM FOR DELIBERATIVE AGENTS IN DYNAMIC CHANGING ENVIRONMENTS.
- Source :
- Computational Intelligence; May2008, Vol. 24 Issue 2, p77-107, 31p, 7 Diagrams, 9 Charts, 1 Graph
- Publication Year :
- 2008
-
Abstract
- 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. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 08247935
- Volume :
- 24
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- Computational Intelligence
- Publication Type :
- Academic Journal
- Accession number :
- 32150477
- Full Text :
- https://doi.org/10.1111/j.1467-8640.2008.00323.x