Reasoning with the outcomes of plan execution in intentional agents

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Title Reasoning with the outcomes of plan execution in intentional agents
Author Cleaver, Tim William; Sattar, Abdul; Wang, Kewen
Publication Title AI2005 : Advances in Artificial Intelligence
Editor Shichao Zhang, Ray Jarvis
Year Published 2005
Place of publication Germany
Publisher Springer
Abstract For intentional agents to be rational they must be aware of their success and failure to truly assess their own progress towards their intended goals. In this study we describe a detailed investigation of how current intentional agents monitor their successes and failures during their reasoning cycle. Our analysis indicates that the existing architectures are inadequate to specifically detect failures in their own behaviors. This makes them unaware of the reality of the environment in which they are operating. We propose an extended intentional architecture to address these problems. We extend the current reasoning cycle by reformulating the execution of actions and plans, and introducing additional rules to detect failures. The resulting reformulation can be applied to existing systems such as JACK, JAM, etc. %As a case study we extended JASON to implement the extended BDI architecture.
Peer Reviewed Yes
Published Yes
ISBN 3-540-30462-2
Conference name 18th Australian Joint Conference on Artificial Intelligence
Location Sydney
Date From 2005-12-05
Date To 2005-12-09
URI http://hdl.handle.net/10072/2701
Date Accessioned 2006-01-06
Date Available 2007-03-21T21:25:41Z
Language en_AU
Research Centre Institute for Integrated and Intelligent Systems
Faculty Faculty of Engineering and Information Technology
Subject Other Artificial Intelligence
Publication Type Conference Publications (Full Written Paper - Refereed)
Publication Type Code e1

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