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Programmer DD
Programmer DD
Jan 3, 2021 · Artificial Intelligence

How Self‑Play and GAIL Powered the WeKick AI to Win the First Google Football Kaggle Championship

After a nostalgic gaming session, the author recounts how Tencent’s upgraded AI, WeKick, leveraged self‑play reinforcement learning, GAIL‑based adversarial simulation, and a multi‑style League framework to dominate the inaugural Google Football Kaggle competition, illustrating the escalating complexity of multi‑agent AI in real‑time strategy games.

GAILKaggle competitionTencent
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How Self‑Play and GAIL Powered the WeKick AI to Win the First Google Football Kaggle Championship