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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Huiling Qin

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Book Open access Aug 2026

PG-DyRA: Potential-Game Guided Multi-Agent Collaboration for Dynamic Urban Resource Allocation

Efficient allocation of urban public resources such as transportation, logistics, and emergency response is crucial for modern cities to maintain operational efficiency and service equity. This task requires coordinating multiple mobile units to serve spatiotemporally heterogeneous demands under coupled physical constr...

Ya-Xin Mei, Huiling Qin, Chenhao Wang et al. · 0 citations

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