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» On Facilitating Automated Evaluation
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ILP
2007
Springer
14 years 2 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...
ISBRA
2007
Springer
14 years 2 months ago
Clustering Algorithms Optimizer: A Framework for Large Datasets
Clustering algorithms are employed in many bioinformatics tasks, including categorization of protein sequences and analysis of gene-expression data. Although these algorithms are r...
Roy Varshavsky, David Horn, Michal Linial
SARA
2007
Springer
14 years 2 months ago
Computing and Using Lower and Upper Bounds for Action Elimination in MDP Planning
Abstract. We describe a way to improve the performance of MDP planners by modifying them to use lower and upper bounds to eliminate non-optimal actions during their search. First, ...
Ugur Kuter, Jiaqiao Hu
SCIA
2007
Springer
154views Image Analysis» more  SCIA 2007»
14 years 2 months ago
3D Deformable Registration for Monitoring Radiotherapy Treatment in Prostate Cancer
Two deformable registration methods, the Demons and the Morphon algorithms, have been used for registration of CT datasets to evaluate their usability in radiotherapy planning for ...
Borja Rodríguez-Vila, Johanna Pettersson, M...
SEKE
2007
Springer
14 years 2 months ago
REM4j - A Framework for Measuring the Reverse Engineering Capability of UML CASE Tools
Reverse Engineering is becoming increasingly important in the software development world today as many organizations are battling to understand and maintain old legacy systems. To...
Steven Kearney, James F. Power