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> write a video game where your enemy player is a neural network that slowly but surely learns how to beat you.

This has already been done: chess

There are way more games than just Chess that have been learned by AI, such as Go, Monopoly, Risk, etc.

But my point was a game where a neural network is trained by you, while playing against it. Preferably in an RTS setting during a long campaign.