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ICMLA
2010
14 years 9 months ago
Robust Learning for Adaptive Programs by Leveraging Program Structure
Abstract--We study how to effectively integrate reinforcement learning (RL) and programming languages via adaptation-based programming, where programs can include non-deterministic...
Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig
JACIII
2007
90views more  JACIII 2007»
14 years 11 months ago
Adaptation and Self-Adaptation Mechanisms in Genetic Network Programming for Mining Association Rules
Karla Taboada, Eloy Gonzales, Kaoru Shimada, Shing...
CEC
2008
IEEE
15 years 1 months ago
Subtree deactivation control with grammatical Genetic Programming in dynamic environments
Abstract-- We investigate the usefulness of a subtree deactivation control mechanism which is open to evolutionary learning. It is hypothesised that this representation confers an ...
Michael O'Neill, Anthony Brabazon, Erik Hemberg
ASPLOS
1996
ACM
15 years 3 months ago
Adapting to Network and Client Variability via On-Demand Dynamic Distillation
Armando Fox, Steven D. Gribble, Eric A. Brewer, El...