A robot built in the Robocode interface that's primary fighting algorithm is based on neural networks. Will employ either evolutionary techniques over many simulated battles on using a simple win-lose figure of merit, or use reinforcement learning that employs a more complicated function to see how the robot is performing in real time, or both.
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