Artificial intelligence · 2019
MuZero
Mastering games without being told the rules, by learning its own model.
MuZero learned a latent dynamics model and planned inside it, matching AlphaZero in Go, chess and shogi and setting records on Atari. Learned world models for planning later found use in video compression and robotics.
What it built on 1
Related measurements
The dashed line marks when it first worked.
Training compute of notable AI models Source: Epoch AI, Notable AI Models (CC BY 4.0)
ML hardware FLOP/s per dollar Source: Epoch AI, ML hardware (CC BY 4.0)