2018-01-30 11:24:32 -08:00
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this program is largely incomplete and not in a presentable state.
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2018-01-30 10:52:40 -08:00
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please be mindful when sharing it.
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2018-01-30 11:24:32 -08:00
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however, feel free to copy any snippets of code you find useful.
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TODOs: (that i can remember right now)
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- finish implementing backprop
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- replace evolution strategy algorithm with
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something that utilizes gradients like PPO
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- settle on a network architecture
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- normalize and/or embed sprite inputs
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- fix lag-frames skipped-inputs bug
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- fix offscreen sprites sometimes being visible to network
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- add some detection for enemies later in the game
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naive:
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- learn any combination of buttons, starting from title screen
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- learn to run network without frameskip
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- learn other games
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