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ICTAI
2010
IEEE
9 years 4 months ago
Combining Learning Techniques for Classical Planning: Macro-operators and Entanglements
Planning techniques recorded a significant progress during recent years. However, many planning problems remain still hard even for modern planners. One of the most promising appro...
Lukás Chrpa
AAAI
1992
9 years 8 months ago
On the Complexity of Domain-Independent Planning
In this paper, we examine how the complexity of domain-independent planning with strips-style operators depends on the nature of the planning operators. We show how the time compl...
Kutluhan Erol, Dana S. Nau, V. S. Subrahmanian
AIPS
2006
9 years 8 months ago
Explanation-Based Acquisition of Planning Operators
Classical planning algorithms require that their operators be simple in order for planning to be tractable. However, the complexities of real world domains suggest that, in order ...
Geoffrey Levine, Gerald DeJong
SOFSEM
2007
Springer
10 years 1 months ago
Incremental Learning of Planning Operators in Stochastic Domains
In this work we assume that there is an agent in an unknown environment (domain). This agent has some predeļ¬ned actions and it can perceive its current state in the environment c...
Javad Safaei, Gholamreza Ghassem-Sani
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