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» A stochastic approach to automated design improvement
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CI
2005
86views more  CI 2005»
15 years 6 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
16 years 6 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
15 years 11 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
15 years 11 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
16 years 3 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