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» A stochastic approach to automated design improvement
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CI
2005
86views more  CI 2005»
13 years 9 months ago
Strategic Interactions in a Supply Chain Game
The TAC 2003 supply-chain game presented automated trading agents with a challenging strategic problem. Embedded within a high-dimensional stochastic environment was a pivotal str...
Michael P. Wellman, Joshua Estelle, Satinder P. Si...
SIGSOFT
2007
ACM
14 years 9 months ago
Beyond refactoring: a framework for modular maintenance of crosscutting design idioms
Despite the automated refactoring support provided by today's IDEs many program transformations that are easy to conceptualize-such as improving the implementation of a desig...
Macneil Shonle, William G. Griswold, Sorin Lerner
ATAL
2005
Springer
14 years 2 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
ILP
2003
Springer
14 years 2 months ago
Applying Theory Revision to the Design of Distributed Databases
This work presents the application of theory revision to the design of distributed databases to automatically revise a heuristic-based algorithm (called analysis algorithm) through...
Fernanda Araujo Baião, Marta Mattoso, Jude ...
IUI
2010
ACM
14 years 6 months ago
A POMDP approach to P300-based brain-computer interfaces
Most of the previous work on non-invasive brain-computer interfaces (BCIs) has been focused on feature extraction and classification algorithms to achieve high performance for the...
Jaeyoung Park, Kee-Eung Kim, Sungho Jo