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120
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We consider approximate policy evaluation for finite state and action Markov decision processes (MDP) in the off-policy learning context and with the simulation-based least square...
101
Voted
ML
2002
ACM
15 years 2 months ago
2002
ACM
In this paper we examine ensemble methods for regression that leverage or "boost" base regressors by iteratively calling them on modified samples. The most successful lev...
115
Voted
ICALT
2005
IEEE
15 years 8 months ago
2005
IEEE
We believe that with regard to the information technology applications in education, one student one computing device will be the future and long-term trend. Many related studies ...
120
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In supervised learning, we commonly assume that training and test data are sampled from the same distribution. However, this assumption can be violated in practice and then standa...
114
Voted
FLAIRS
2003
15 years 4 months ago
2003
We report on our on-going effort to build an adaptive driver support system, Driver AdvocateTM , merging various AI techniques, in particular, agents, ontology, production systems...