Less is more: When agents learn not because but despite my doingskywch.github.io2 points·by kywch·6 mesi fa·1 comments
kywch·7 mesi fa·discussI think Go-Explore (https://arxiv.org/abs/1901.10995) is promising. It'll provide automatic scaffolding and prevent catastrophic forgetting.If one can frame the problem into a competition, then self-play has been shown to work repeatedly.
kywch·7 mesi fa·discussYou can watch these agents play live, and you can also intervene * 2048: https://kywch.github.io/games/2048.html * Tetris: https://kywch.github.io/games/tetris.html
kywch·7 mesi fa·discussPufferlib already had a pretty good model before: https://puffer.ai/ocean.html?env=tetris
If one can frame the problem into a competition, then self-play has been shown to work repeatedly.