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» Investigating practical, linear temporal difference learning
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ATAL
2009
Springer
14 years 3 months ago
An empirical analysis of value function-based and policy search reinforcement learning
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
Shivaram Kalyanakrishnan, Peter Stone
TSE
2002
157views more  TSE 2002»
13 years 8 months ago
Assessing the Applicability of Fault-Proneness Models Across Object-Oriented Software Projects
A number of papers have investigated the relationships between design metrics and the detection of faults in object-oriented software. Several of these studies have shown that suc...
Lionel C. Briand, Walcélio L. Melo, Jü...
ICSE
2003
IEEE-ACM
14 years 9 months ago
Addressing the Challenges of Software Industry Globalization: The Workshop on Global Software Development
The goal of this workshop is to provide an opportunity for researchers and industry practitioners to explore both the stateof-the art and the state-of-the-practice in global softw...
Daniela E. Damian, Filippo Lanubile, Heather L. Op...
ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
14 years 2 months ago
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
Mikhail Bilenko, Sugato Basu, Mehran Sahami
PAMI
2007
217views more  PAMI 2007»
13 years 8 months ago
Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations
—We address the problem of comparing sets of images for object recognition, where the sets may represent variations in an object’s appearance due to changing camera pose and li...
Tae-Kyun Kim, Josef Kittler, Roberto Cipolla