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Yes of course you can get a good score against surfers with an only NN. After only tuning against Shadow I got a %74.2 score against him.
- I don't know what type of pre-processing you use but mine uses gaussian function instead of abs as above. Maybe you should try it.
- Remove some data and try it again. Some data slows down NN learning.
- Change your training process. For example don't train your NN when enemy doesn't have any waves to surf.
- Try to find an error in your NN. ColdBreath is the fixed version of Havoc(116th) whose backpropogation was wrong.
- By the way congrats with Roborio. Really High PWIN.
Dsekercioglu (talk)
