Artificial intelligence · 2019
AlphaStar
DeepMind reaches Grandmaster level in StarCraft II.
AlphaStar combined imitation learning with a league of self-play agents. By October 2019 it ranked above 99.8% of active players on Battle.net with human-like action limits.
What it built on 3
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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)