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kywch

6 karma · joined March 5, 2025

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kywch··on Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and Tetris
I 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··on Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and Tetris
You 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··on Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and Tetris
Pufferlib already had a pretty good model before: https://puffer.ai/ocean.html?env=tetris