Superhuman AI for Generals.io Using Self-Play Reinforcement Learning

Name: Superhuman AI for Generals.io Using Self-Play Reinforcement Learning
Uploaded: 2026-10-22T20:34:38.534599+00:00
Duration: 455 s
Description: The agent achieved superhuman play in GENERALS.IO, an RTS game with imperfect information, by using a transformer policy trained end-to-end via self-play reinforcement learning. It combines spatial patches with temporal tokens to plan long horizons and execute short-term tactics effectively.

The agent achieved superhuman play in GENERALS.IO, an RTS game with imperfect information, by using a transformer policy trained end-to-end via self-play reinforcement learning. It combines spatial patches with temporal tokens to plan long horizons and execute short-term tactics effectively.

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