one nn learns every atari game at once in realtime from scratch in one hour on a 4090. 56 seconds of gpu time per game. no pause or reset or memory peeking just 60fps color images. i was an rl skeptic two weeks ago. now i don't know. just trained this today. September 21, 2025.
all environments start playing at 12 seconds
if video wont play you can try the mp4.