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EUROCAST
2007
Springer
16 years 18 days ago
2007
Springer
Abstract a paradigm of modern Machine Learning (ML) which uses rewards and punishments to guide the learning process. One of the central ideas of RL is learning by “direct-online...
153
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GCB
2007
Springer
16 years 17 days ago
2007
Springer
Biological systems have to react to environmental and/or developmental changes by adjusting their biochemical/cellular machinery on numerous levels. In many cases small molecules ...
176
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GECCO
2007
Springer
16 years 17 days ago
2007
Springer
The topological properties of a network directly impact the flow of information through a system. In evolving populations, the topology of inter-individual interactions affects th...
172
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GECCO
2007
Springer
16 years 17 days ago
2007
Springer
We present a biology-inspired probabilistic graphical model, called the hypernetwork model, and its application to medical diagnosis of disease. The hypernetwork models are a way ...
158
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GECCO
2007
Springer
16 years 17 days ago
2007
Springer
A system composed of multiple interacting components is capable of responding to contextual information and producing a higher range of non-linear responses to stimuli compared to...