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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

Gang Feng

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Preprint Aug 2026

Projection-Free Bandit Online Optimization for Multi-Agent Systems with Dynamic Regret

This paper investigates distributed online optimization for multi-agent dynamical systems with constrained inputs and time-varying cost functions. While online convex optimization offers a principal framework for sequential decision-making, existing online learning and optimization algorithms typically require accurate...

Xia Jiang, Lu Liu, Gang Feng · 0 citations

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