This first release includes:
- Fractal AI: A fragile theory of intelligence A nice to read small book in PDF with theory, algorithm, pseudo-code, experiments, etc.
- github.com/FragileTheory/FractalAI with working python code to beat almost all of the actual Atari games.
We have modified Fractal AI a little so now it is more powerful than ever, in fact we have been able to beat a lot of the actual records (from state-of-the-art neural network like DQN or A3C) with about 1000 samples per strep (and remember, no learning, no adaptation to any game, same code for all of them).
We are specially proud of beating even some absolute human world records, but hey, it was going to happen anyhow!
This Ice Hockey game scored 64... one goal every 3 seconds or more! Human absolute record is 36, and previous AIs scored 10.5 the best, and I have an inmortal centipede running on my PC for a week, it is scoring 1,241,988 right now and has 6 extra lifes... human record is 1,301.000 and best AIs scored 25.000, so tomorrow I will kill the game if it is still alive.