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212
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ILP
2007
Springer
15 years 9 months ago
Building Relational World Models for Reinforcement Learning
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
168
Voted
ILP
2007
Springer
15 years 9 months ago
Learning to Assign Degrees of Belief in Relational Domains
A recurrent question in the design of intelligent agents is how to assign degrees of beliefs, or subjective probabilities, to various events in a relational environment. In the sta...
Frédéric Koriche
145
Voted
KDD
2007
ACM
138views Data Mining» more  KDD 2007»
15 years 9 months ago
High-quantile modeling for customer wallet estimation and other applications
In this paper we discuss the important practical problem of customer wallet estimation, i.e., estimation of potential spending by customers (rather than their expected spending). ...
Claudia Perlich, Saharon Rosset, Richard D. Lawren...
KES
2007
Springer
15 years 9 months ago
An Open Source Java Framework for Biometric Web Authentication Based on BioAPI
One of the major early problems that biometrics faced was the lack of interoperability between different software applications and devices developed by different vendors. The Bio...
Elisardo González-Agulla, Enrique Otero Mur...
134
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PVM
2007
Springer
15 years 9 months ago
Revealing the Performance of MPI RMA Implementations
The MPI remote-memory access (RMA) operations provide a different programming model from the regular MPI-1 point-to-point operations. This model is particularly appropriate for ca...
William D. Gropp, Rajeev Thakur