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update todo

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Connor Olding 2018-03-23 09:33:02 +01:00
parent 57cead431d
commit 4765104c7a
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@ -5,12 +5,14 @@ however, feel free to copy any snippets of code you find useful.
TODOs: (that i can remember right now) TODOs: (that i can remember right now)
- finish implementing backprop - finish implementing backprop
- replace evolution strategy algorithm with - replace evolution strategy algorithm with
something that utilizes gradients like PPO something that utilizes backprop like PPO
- settle on a network architecture - settle on a network architecture
- normalize and/or embed sprite inputs - normalize and/or embed sprite inputs
- fix lag-frames skipped-inputs bug - fix lag-frames skipped-inputs bug
- detect frames when Mario is in a controllable state
- fix offscreen sprites sometimes being visible to network - fix offscreen sprites sometimes being visible to network
- add some detection for enemies later in the game - add some detection for enemies later in the game
- compute how many input neurons the network needs instead of hardcoding
naive: naive:
- learn any combination of buttons, starting from title screen - learn any combination of buttons, starting from title screen