neural networks research group
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Robot Control
Active from 1994 - 1997
SANE has been used to evolve robot controllers in two simulated environment: reaching for a target while avoiding obstacles with the Simderella robot arm, and for running in a maze environment with the Khepera miniature mobile robot simulator. In both cases, evolution discovered a general, robust strategy that would be difficult to learn in any other way or even design by hand.
Publications
Neuroevolution: Harnessing Creativity in AI Agent Design
Sebastian Risi, Yujin Tang, David Ha, and Risto Miikkulainen
, Cambridge, MA, 2025. MIT Press.
2025
Related Areas
Neuroevolution