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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

Author

Rui Yao

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Preprint Jul 2026

Perturbed utility Markovian traffic equilibrium: theory and computation

A perturbed utility Markovian equilibrium (PUME) framework that preserves the scalability of link-based Markovian traffic equilibrium models and extends their applicability to settings with boundary choice probabilities, undiscounted network loading, and general link interactions.

Rui Yao, Kenan Zhang · 0 citations

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