An Architectural Approach to Ensuring Consistency in Hierarchical Execution

Details An Architectural Approach to Ensuring Consistency in Hierarchical Execution An Architectural Approach to Ensuring Consistency in Hierarchical Execution

2011-06-24

arxiv.org/abs/1106.4871v1

Journal Of Artificial Intelligence Research, Volume 19, pages 355-398, 2003

Computer Science

Artificial Intelligence

Scientific paper

10.1613/jair.1142

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.

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