Manuela Veloso
Carnegie Mellon University
http://www.cs.cmu.edu/afs/cs/user/mmv/www/home.html
"Rationale-Capture and Plan Reuse in Mixed-Initiative Planning"
2/10/1997: [time not recorded]
[location not recorded]
Abstract: In this talk, I will argue that the combination of generative and
case-based planning is a powerful technique to solve complex planning
problems. First, I will briefly review what are the sources of the
power of this approach in a fully-automated planning system. I will
focus on the plan representation requirements to effectively store,
retrieve, and reuse plans based on the underlying plan
rationale. Second, I will introduce how this approach is being
successfully extended to a mixed-initiative planning environment and
discuss the most important issues encountered. In particular, I will
present the techniques developed to capture the user's planning
rationale, to retrieve planning cases of potential relevance to the
user, and to guide the user through the reuse process. I will
illustrate with a demonstration of the work developed as part of a
technology integration experiment with MITRE within the DARPA Planning
Initiative program. Finally, I will discuss the several remaining open
questions and corresponding future research directions.
Last updated: Mon Jun 19 17:44:06 2006
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