Proceedings

Focus of Control Through Goal Relationships

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Proceedings of the Eleventh International Joint Conference on Artificial Intelligence. Cognitive Models. Pages 497-502.

Abstract

Goal relationships resulting from the initial data and subsequent processing can be used to dvnamicallv construct a partial topology of the ~olution space based on what appear to be feasible solutions. This structure can be used to make control decisions that significantly reduce the amount of search required to solve a problem in a complex domain. We examine the utility of this approach in the context of a multi-le~el, cooperative knowledge source model of problem solving. We present a taxonomy of goal relationships for constructing partial topologies of the solution space and show that mechanisms using this information can be built as natural extensions of an integrated data-directed and goal-directed arc hitecture. Examples and performance results demonstrating how these additions improve the system's ability to evaluate potential activities are provided.

Victor R. Lesser, Daniel D. Corkill, Robert Whitehair, and J. A. Hernandez. 1989. Focus of Control Through Goal Relationships. In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89. IJCAI, 497–502. https://ijcai.org/proceedings/1989/80
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