Incremental evolution of complex general behavior

F Gomez, R Miikkulainen - Adaptive Behavior, 1997 - journals.sagepub.com
Several researchers have demonstrated how complex action sequences can be learned
through neuroevolution (ie, evolving neural networks with genetic algorithms). However,
complex general behavior such as evading predators or avoiding obstacles, which is not
tied to specific environments, turns out to be very difficult to evolve. Often the system
discovers mechanical strategies, such as moving back and forth, that help the agent cope
but are not very effective, do not appear believable, and do not generalize to new …

[引用][C] Incremental Evolution of Complex General Behavior

G Faustiono - Technical Report AI96-248, 1996 - cir.nii.ac.jp
Incremental Evolution of Complex General Behavior | CiNii Research … Incremental
Evolution of Complex General Behavior
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