TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play

1 code implementation • 15 Feb 2023 • Fanqi Lin, Shiyu Huang, Tim Pearce, Wenze Chen, Wei-Wei Tu

Multi-agent football poses an unsolved challenge in AI research.

TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations

1 code implementation • 9 Oct 2021 • Shiyu Huang, Wenze Chen, Longfei Zhang, Shizhen Xu, Ziyang Li, Fengming Zhu, Deheng Ye, Ting Chen, Jun Zhu

To the best of our knowledge, Tikick is the first learning-based AI system that can take over the multi-agent Google Research Football full game, while previous work could either control a single agent or experiment on toy academic scenarios.

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