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» Learning and Domain Adaptation
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AI
2000
Springer
15 years 11 months 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
COLT
1994
Springer
15 years 10 months ago
Efficient Reinforcement Learning
Realistic domains for learning possess regularities that make it possible to generalize experience across related states. This paper explores an environment-modeling framework tha...
Claude-Nicolas Fiechter
ECIR
2007
Springer
15 years 8 months ago
Active Learning with History-Based Query Selection for Text Categorisation
Automated text categorisation systems learn a generalised hypothesis from large numbers of labelled examples. However, in many domains labelled data is scarce and expensive to obta...
Michael Davy, Saturnino Luz
IFIP
1998
Springer
15 years 10 months ago
Modeling of Hypermedia Applications with HyDev
This paper introduces the HyDev approach to structured and systematic development of typical hypermedia applications. HyDev focuses on the early phases of the development process, ...
Peter Pauen, Josef Voss, Hans-Werner Six
TCS
2011
15 years 1 months ago
Smart PAC-learners
The PAC-learning model is distribution-independent in the sense that the learner must reach a learning goal with a limited number of labeled random examples without any prior know...
Malte Darnstädt, Hans-Ulrich Simon