kywch
Re:Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and ...
on Wednesday December 31, 2025 @07:04PM (#46449706)
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.
Re:Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and ...
on Wednesday December 31, 2025 @05:50PM (#46449180)
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
Re:Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and ...
on Wednesday December 31, 2025 @05:48PM (#46449163)
Pufferlib already had a pretty good model before: https://puffer.ai/ocean.html?env=tetris