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118
Voted
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
We explore dynamic shaping to integrate our prior beliefs of the final policy into a conventional reinforcement learning system. Shaping provides a positive or negative artificial...
139
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
Machine learning research has been very successful at producing powerful, broadlyapplicable classification learners. However, many practical learning problems do not fit the class...
105
Voted
WWW
2007
ACM
16 years 4 months ago
2007
ACM
The emergence of personalized homepage services, e.g. personalized Google Homepage and Microsoft Windows Live, has enabled Web users to select Web contents of interest and to aggr...
133
Voted
WWW
2004
ACM
16 years 4 months ago
2004
ACM
Recently, active behavior has received attention in the XML field to automatically react to occurred events. Aside from proprietary approaches for enriching XML with active behavi...
136
click to vote
WWW
2004
ACM
16 years 4 months ago
2004
ACM
Prior work has shown that semantic email processes (SEPs) can be an effective tool for automating emailmediated tasks that are currently performed manually in a tedious, time-cons...