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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

Guang-Hui Lan

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Preprint Sep 2026

Computation of Strong Solutions to Stochastic Variational Inequalities

A state-dependent noise model applicable to general monotone VIs with potentially nonunique solutions, extending state-dependent noise analysis beyond the strongly monotone setting and improving guarantees for FTD learning are all new in the VI literature.

Yao Ji, Guang-Hui Lan, Jason Zhu · 3 citations

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