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Revision as of 25 August 2017 at 18:08.
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Wow! SimpleBot jumped 130 rankings. 65 is really good. You forced me to make a new bot=).

    Dsekercioglu (talk)09:33, 25 August 2017

    It's simply because I finally decided to try some kNN instead of random ;) It's still very simple without any kernel density; ) And I'm really excited and expected to see your new bot beating this! :D

      Xor (talk)10:37, 25 August 2017

      Right now it has some fast learning problems like getting beaten against Walls or SpinBot in the first round=). Maybe I'll do some adaptive learning rate.

        Dsekercioglu (talk)11:13, 25 August 2017

        Yes neural networks are typical experiencing a hard time at the initial ;p How many layers are you using? Would you try using two networks, one fast learning, one deep learning?

          Xor (talk)14:58, 25 August 2017

          It is a perceptron with some pre-processing. I can try deep learning. It may be useful at hitting simple=) movements.

            Dsekercioglu (talk)17:05, 25 August 2017
             

            I tested it with some tuning. It can't pass my Anti-Surfer Gun against any sample bot.=(

              Dsekercioglu (talk)18:19, 25 August 2017

              Have any of you had any success with a DC+NN gun? I got my NN gun working pretty well against anti-surfers and, even though my DC gun is still doing better, I think I can improve it enough to surpass it. But it performs really bad against random movers compared to my anti-random gun, even when I set up more than one NN, like in Gaff. Does that combination make any sense?

                Rsalesc (talk)19:08, 25 August 2017