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Xianjia Wang

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#reinforcement learning Open access Oct 2026

Collective reinforcement learning and human–machine cooperation in multi-state stochastic games

With the growing deployment of artificial intelligence agents in collaborative systems, understanding how they jointly shape cooperative behavior with humans under dynamic environmental conditions becomes essential. Stochastic games provide a natural framework for capturing how environmental feedback shapes behavioral...

Ji Quan, Chen Guo, Xianjia Wang · 0 citations

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