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AIPS
2008
15 years 8 hour ago
Causal Graphs and Structurally Restricted Planning
The causal graph is a directed graph that describes the variable dependencies present in a planning instance. A number of papers have studied the causal graph in both practical an...
Hubie Chen, Omer Giménez
ERCIMDL
2008
Springer
111views Education» more  ERCIMDL 2008»
14 years 11 months ago
Distributed Preservation Services: Integrating Planning and Actions
Digital preservation has turned into an active field of research. The most prominent approaches today are migration and emulation; especially considering migration, a range of work...
Christoph Becker, Miguel Ferreira, Michael Kraxner...
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AIPS
2006
14 years 11 months ago
Learning to Do HTN Planning
We describe HDL, an algorithm that learns HTN domain descriptions by examining plan traces produced by an expert problem-solver. Prior work on learning HTN methods requires that a...
Okhtay Ilghami, Dana S. Nau, Héctor Mu&ntil...
PRICAI
2010
Springer
14 years 8 months ago
Partial Weighted MaxSAT for Optimal Planning
Abstract. We consider the problem of computing optimal plans for propositional planning problems with action costs. In the spirit of leveraging advances in general-purpose automate...
Nathan Robinson, Charles Gretton, Duc Nghia Pham, ...
AAAI
1994
14 years 11 months ago
HTN Planning: Complexity and Expressivity
Most practical work on AI planningsystems during the last fteen years has been based on hierarchical task network (HTN) decomposition, but until now, there has been very little an...
Kutluhan Erol, James A. Hendler, Dana S. Nau