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| − | == Background Information ==
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| − | ; Bot Name
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| − | : Raven
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| − | ; Author
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| − | : [[Dsekercioglu]]
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| − |
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| − | ; Extends
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| − | : [[AdvancedRobot]]
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| − | ; What's special about it?
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| − | : Raven dynamically weights its movement classifiers using gradient-based optimization.
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| − | : Raven uses a form of Go to surfing where it procedurally generates paths without aiming for any point.
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| − | ; Great, I want to try it. Where can I download it?
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| − | : https://www.dropbox.com/s/335p9lcdwgpagry/dsekercioglu.mega.Raven_3.19b.jar?dl=1
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| − | ; How competitive is it?
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| − | : Its best is 15.
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| − |
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| − | ; Credits
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| − | : [[Rednaxela]], [[Skilgannon]], [[Nat]], [[Starrynyte]] and the other contributors I am unaware of for the FastTrig class.
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| − | : [[Skilgannon]] for the bugless, fast Kd-tree.
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| − | : [[Cb]] for the non-iterative wall smoothing.
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| − | : [[Rozu]] for the precise prediction code.
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| − | : [[Chase-san]] for the intercept method I used in my [[PPMEA]] calculations.
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| − | : [[AW]] for giving me the idea of integrating the danger function in order to get the danger value for a given bot width.
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| − | == Strategy ==
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| − | ; How does it [[Movement|move]]?
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| − | : A form of Go To Surfing.
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| − | : It falls back to True Surfing when there is no bullets mid-air.
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| − | ; How does it fire?
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| − | : It uses [[GuessFactor]] with KNN.
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| − | ; How does it [[Dodging Bullets|dodge bullets]]?
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| − | : Tries to minimize the number of guess factors it gets hit by based on their weights and damage.
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| − | ; What does it save between rounds and matches?
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| − | : Between rounds, it saves the kd-trees. Between matches, it doesn't save anything.
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| − | == Additional Information ==
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| − | ; Where did you get the name?
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| − | : It just popped into my mind and I thought it would be a proper name for a bot with machine learning.
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| − | ; Can I use your code?
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| − | : Yes, I tried to make the code as clean and understandable as possible.
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| − | ; What's next for your robot?
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| − | : A proper versioning system so I don't keep accidentally releasing experimental versions.
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| − | : Faster code so it doesn't run slow and doesn't skip turns.
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| − | : Better bullet shadow calculations.
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| − | : Tuning the guns since they haven't been tuned since the first version.
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| − | : Gun Heat Waves.
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| − | : Maybe a pre-trained movement or gun to use in the first ticks of the battle.
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| − | : Add a flattener that actually improves its scores against adaptive targeting.
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| − | ; Does it have any [[White Whale]]s?
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| − | : Raven doesn't seem to have any extreme white whales currently.
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| − | ; What other robot(s) is it based on?
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| − | : It's kind of based on WhiteFang, I have tried to copy the design but make it as precise as it can be.
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| − | [[Category:Templates|Bots]]
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