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» On the Complexity of Domain-Independent Planning
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AI
2000
Springer
14 years 1 days ago
Learning Rewrite Rules versus Search Control Rules to Improve Plan Quality
Domain independent planners can produce better-quality plans through the use of domain-speci c knowledge, typically encoded as search control rules. The planning-by-rewriting appro...
Muhammad Afzal Upal, Renee Elio
AIM
2004
13 years 7 months ago
An AI Planning-based Tool for Scheduling Satellite Nominal Operations
Satellite domains are becoming a fashionable area of research within the AI community due to the complexity of the problems that these domains need to solve. With the current US a...
María Dolores Rodríguez-Moreno, Dani...
AIPS
2000
13 years 9 months ago
Using Generic Preferences to Incrementally Improve Plan Quality
We describe a methodology for representing and optimizing user preferences on plans. Our approach differs from previous work on plan optimization in that we employ a generalizatio...
Gregg Rabideau, Barbara Engelhardt, Steve A. Chien
AI
1999
Springer
13 years 7 months ago
Learning Action Strategies for Planning Domains
There are many different approaches to solving planning problems, one of which is the use of domain specific control knowledge to help guide a domain independent search algorithm. ...
Roni Khardon
KR
1998
Springer
13 years 12 months ago
On Measuring Plan Quality (A Preliminary Report)
By using an example from a robot navigating domain, we argue that to specify declaratively the behavior of an agent, we need to have a formal and explicit notion of \quality plans...
Fangzhen Lin