65 search results - page 2 / 13 » Learning approximate preconditions for methods in hierarchic... |
87
Voted
RSCTC
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. Many learning methods ignore domain knowledge in synthesis of concept approximation. We propose to use hierarchical schemes for learning approximations of complex concept...
92
Voted
SEMWEB
2007
Springer
15 years 7 months ago
2007
Springer
The Hierarchical Task Network (HTN) planning method is conceived of as a useful method for Web service composition as well as classical task planning. However, there are no complet...
99
Voted
CORR
2010
Springer
15 years 1 months ago
2010
Springer
While much work on learning in planning focused on learning domain physics (i.e., action models), and search control knowledge, little attention has been paid towards learning use...
126
Voted
AAAI
2008
15 years 3 months ago
2008
We describe HTN-MAKER, an algorithm for learning hierarchical planning knowledge in the form of decomposition methods for Hierarchical Task Networks (HTNs). HTNMAKER takes as inpu...
102
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Knowledge-based planning methods offer benefits over classical techniques, but they are time consuming and costly to construct. There has been research on learning plan knowledge ...