Humanoid robot soccer demo: 140 simulated years of self-play training
deepakpathak · x · 2026-09-24
A humanoid robot soccer demo is drawing attention for its difficulty: balance, ball control, collision recovery, opponent modeling, locomotion, and strategy must all run simultaneously.
- The humanoid outputs joint-angle commands 50 times per second, rather than picking from a discrete action space.
- Training involved roughly 140 simulated years — millions of accelerated virtual soccer matches, repeatedly competing against saved earlier versions of its own policy and learning from which actions led to scoring.
- The demo is being called a landmark for embodied multi-skill real-time control.
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