An architectural approach to ensuring consistency in hierarchical execution

  • Authors:
  • Robert E. Wray;John E. Laird

  • Affiliations:
  • Soar Technology, Inc., Ann Arbor, MI;The University of Michigan, Ann Arbor, MI

  • Venue:
  • Journal of Artificial Intelligence Research
  • Year:
  • 2003

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Abstract

Hierarchical task decomposition is a method used in many agent systems to organize agent knowledge. This work shows how the combination of a hierarchy and persistent assertions of knowledge can lead to difficulty in maintaining logical consistency in asserted knowledge. We explore the problematic consequences of persistent assumptions in the reasoning process and introduce novel potential solutions. Having implemented one of the possible solutions, Dynamic Hierarchical Justification, its effectiveness is demonstrated with an empirical analysis.