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133
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CIG
2006
IEEE
15 years 6 months ago
Temporal Difference Learning Versus Co-Evolution for Acquiring Othello Position Evaluation
Abstract— This paper compares the use of temporal difference learning (TDL) versus co-evolutionary learning (CEL) for acquiring position evaluation functions for the game of Othe...
Simon M. Lucas, Thomas Philip Runarsson
BMCBI
2006
92views more  BMCBI 2006»
15 years 24 days ago
Systematic assignment of thermodynamic constraints in metabolic network models
Background: The availability of genome sequences for many organisms enabled the reconstruction of several genome-scale metabolic network models. Currently, significant efforts are...
Anne Kümmel, Sven Panke, Matthias Heinemann
100
Voted
ECAI
2006
Springer
15 years 4 months ago
Advanced Policy Explanations on the Web
Abstract. The frameworks for protecting security and privacy can be effective only if common users--with no training in computer science or logic--increase their awareness and cont...
Piero A. Bonatti, Daniel Olmedilla, Joachim Peer
94
Voted
DSN
2006
IEEE
15 years 6 months ago
Automatic Recovery Using Bounded Partially Observable Markov Decision Processes
This paper provides a technique, based on partially observable Markov decision processes (POMDPs), for building automatic recovery controllers to guide distributed system recovery...
Kaustubh R. Joshi, William H. Sanders, Matti A. Hi...
93
Voted
EWSA
2006
Springer
15 years 4 months ago
Automating the Building of Software Component Architectures
Assembling software components into an architecture is a difficult task because of its combinatorial complexity. There is thus a need for automating this building process, either t...
Nicolas Desnos, Sylvain Vauttier, Christelle Urtad...