Author

Zhenhua Liu

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Recent research

  • Society & EconomicsOpen access

    Relational multi agent tactical learning for competitive football

    Tactical decision-making of competitive football depends on the rapidly changing spatial relationship, the transformation of ball rights and the fight against oppression. The existing multi-agent reinforcement learning methods often compress the team state into fixed observation...

    Discover Artificial Intelligence2026-08-150 citationsDOI