Machine learning - balancing a stack of balls

Versione 1.2.0.0 (48,7 KB) da Peter Bone
A genetic algorithm is used to train a neural network controller to balance a stack of balls.
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Aggiornato 27 giu 2012

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A genetic algorithm is used to train a neural network controller to balance a stack of balls by applying a lateral force and a torque to the bottom ball. The capsim physics engine is used to produce a realistic simulation for each attempt. It can learn up to 4 balls.
http://www.youtube.com/watch?v=c4vADjwOFNc

Cita come

Peter Bone (2024). Machine learning - balancing a stack of balls (https://www.mathworks.com/matlabcentral/fileexchange/36911-machine-learning-balancing-a-stack-of-balls), MATLAB Central File Exchange. Recuperato .

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Versione Pubblicato Note della release
1.2.0.0

Video link
1.1.0.0

Acknowledgements
1.0.0.0