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» Utilizing Domain Knowledge in Neuroevolution
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ICML
2003
IEEE
14 years 6 months ago
Utilizing Domain Knowledge in Neuroevolution
James Fan, Raymond Lau, Risto Miikkulainen
AIIDE
2006
13 years 6 months ago
Incorporating Advice into Neuroevolution of Adaptive Agents
Neuroevolution is a promising learning method in tasks with extremely large state and action spaces and hidden states. Recent advances allow neuroevolution to take place in real t...
Chern Han Yong, Kenneth O. Stanley, Risto Miikkula...
AAAI
2006
13 years 6 months ago
Cross-Domain Knowledge Transfer Using Structured Representations
Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...
Samarth Swarup, Sylvian R. Ray
ANNS
2010
13 years 14 days ago
Search Space Restriction of Neuro-evolution through Constrained Modularization of Neural Networks
Evolving recurrent neural networks for behavior control of robots equipped with larger sets of sensors and actuators is difficult due to the large search spaces that come with the ...
Christian W. Rempis, Frank Pasemann
ER
2007
Springer
108views Database» more  ER 2007»
13 years 11 months ago
A Framework Supporting the Utilization of Domain Knowledge Embedded in Software
Software systems embed in them knowledge about the domain in which they operate. However, this knowledge is “latent”. Making such knowledge accessible could be of great value ...
Eran Rubin, Yair Wand