[Home]History of Ebo

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Revision 4 . . (edit) December 6, 2007 18:57 EST by Ebo
Revision 3 . . (edit) December 6, 2007 10:12 EST by Ebo
Revision 2 . . December 3, 2007 23:40 EST by Ebo [k-odyssey]
Revision 1 . . December 3, 2007 23:17 EST by Voidious [welcome!]

Difference (from prior major revision) (minor diff, author diff)

Added: 0a1,7
My robots:
* Sparse
* Tahoe

* Ebo/BucketKDTree

Added: 1a9,12

I started with trying to do k-Means, ended with k-NearestNeighbours? and simplified it to simple NN, which surprisingly works best. The only special thing is, that I develop the weights for the different features (distance, velocity, etc) via a simple genetic algorithm.

My other bot Sparse? uses something totally different. I tried to adapt a classification method called Sparse Grids to Robocode. It is especially suited for high dimensional problems and large training datasets. In comparison to other regression/classification methods it's fast, but still to slow for Robocode. It works ok, but not as good as I expected. Unfortunately I can't tell too much about it because we are still waiting for an opportunity to publish the method. -- Ebo

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