p-95-04 An Architecture for Goal-Driven Explanation Raja Sooriamurthi and David B. Leake Proceedings of the Eighth Annual Florida Artificial Intelligence Research Symposium, Melbourne, FL, pp. 218-222, 1995. Abstract In complex and changing environments explanation must be a dynamic and goal-driven process. This paper discusses an evolving system implementing a novel model of explanation generation --- Goal-Driven Interactive Explanation --- that models explanation as a goal-driven, multi-strategy, situated process inter-weaving reasoning with action. We describe a preliminary implementation of this model in GOBIE, a system that generates explanations for its internal use to support plan generation and execution. A postscript file for the full paper is available electronically. To get a copy by anonymous ftp, see ftp://ftp.cs.indiana.edu/pub/leake/README. on the web, open URL ftp://ftp.cs.indiana.edu/pub/leake/INDEX.html.