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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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Qiao-Yang Zhong

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Open access Oct 2026

Learning to Overbook Safely: Chance-Constrained Revenue Management with Selected Show-Up Feedback

The joint-pivotal safe Poisson-binomial upper confidence bound (JP-SPB-UCB) policy combines exact risk evaluation with certified, batched exploration, and linear-program rounding constructs a safe exploration schedule within K episodes of a lower bound valid for adaptive randomized schedules.

Qiao-Yang Zhong · 0 citations

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