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ATAL
2007
Springer
15 years 9 months ago
Model-based function approximation in reinforcement learning
Reinforcement learning promises a generic method for adapting agents to arbitrary tasks in arbitrary stochastic environments, but applying it to new real-world problems remains di...
Nicholas K. Jong, Peter Stone
GEOINFORMATICA
1998
125views more  GEOINFORMATICA 1998»
15 years 2 months ago
Computational Perspectives on Map Generalization
ally related entity types, or classes, into higher level, more abstract types, as part of a hierarchical classi®cation scheme. graphy, generalization retains the notion of abstrac...
Robert Weibel, Christopher B. Jones
ICDM
2009
IEEE
130views Data Mining» more  ICDM 2009»
15 years 9 months ago
Active Learning with Generalized Queries
—Active learning can actively select or construct examples to label to reduce the number of labeled examples needed for building accurate classifiers. However, previous works of...
Jun Du, Charles X. Ling
FLOPS
2010
Springer
15 years 1 months ago
Proving Injectivity of Functions via Program Inversion in Term Rewriting
Injectivity is one of the important properties for functions while it is undecidable in general and decidable for linear treeless functions. In this paper, we show new sufficient c...
Naoki Nishida, Masahiko Sakai
CACM
2000
130views more  CACM 2000»
15 years 3 months ago
Visual Generalization in Programming by Example
In Programming by Example [PBE, also sometimes called "Programming by Demonstration"] systems, the system records actions performed by a user in the interface, and produ...
Robert St. Amant, Henry Lieberman, Richard Potter,...