Neural Networks Project

Final project report here!

Downloadable performance videos of 2d and 3d ping pong game wherein a human player plays against an opponent paddle trained by a neural network.
The 4 videos depict the below cases:
1. Paddle trained using back propagation as a function approximator for the 2d game
2. Paddle trained using back propagation as a pattern classifier for the 2d game
3. Paddle trained using genetic programming for the 2d game (the gradual improvement in performance can be seen)
4. Paddle trained using back propagation as a pattern classifier for the 3d game


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2d-BP-FunctionApproximator.mov
(537k)
Girish Malkarnenkar,
Dec 14, 2011, 3:23 AM
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2d-BP-PatternClassifier.mov
(743k)
Girish Malkarnenkar,
Dec 14, 2011, 3:23 AM
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2d-GeneticProgramming.mov
(967k)
Girish Malkarnenkar,
Dec 14, 2011, 3:24 AM
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3d-BP-PatternClassifier.mov
(3627k)
Girish Malkarnenkar,
Dec 14, 2011, 3:24 AM