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ICCBR
2009
Springer
15 years 7 months ago
Improving Reinforcement Learning by Using Case Based Heuristics
This work presents a new approach that allows the use of cases in a case base as heuristics to speed up Reinforcement Learning algorithms, combining Case Based Reasoning (CBR) and ...
Reinaldo A. C. Bianchi, Raquel Ros, Ramon Ló...
98
Voted
ICCCI
2009
Springer
15 years 7 months ago
Accuracy in Predicting Secondary Structure of Ionic Channels
Ionic channels are among the most difficult proteins for experimental structure determining, very few of them has been resolved. Bioinformatical tools has not been tested for this ...
Bogumil Konopka, Witold Dyrka, Jean-Christophe Neb...
100
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IDEAL
2009
Springer
15 years 7 months ago
STORM - A Novel Information Fusion and Cluster Interpretation Technique
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
Jan Feyereisl, Uwe Aickelin
PKDD
2009
Springer
102views Data Mining» more  PKDD 2009»
15 years 7 months ago
Relevance Grounding for Planning in Relational Domains
Probabilistic relational models are an efficient way to learn and represent the dynamics in realistic environments consisting of many objects. Autonomous intelligent agents that gr...
Tobias Lang, Marc Toussaint
125
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TARK
2009
Springer
15 years 7 months ago
Contractual traps
In numerous economic scenarios, contracting parties may not have a clear picture of all the relevant aspects. While confronted with these unawareness issues, the strategic decisio...
Ying-Ju Chen, Xiaojian Zhao
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