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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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Chido Onyeze

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Preprint Oct 2026

Non-Monetary Mechanisms for Stochastic Scheduling via Sampled Pairwise Externality Compensation

How can a shared resource be allocated without money when agents have private, stochastic demands that can be queued for a while, and may behave strategically, or even adversarially? We introduce a paradigm for non-monetary online resource allocation called Sampled Pairwise Externality Compensator (SPEC). Our objective...

David X. Lin, Chido Onyeze, Giannis Fikioris et al. · 0 citations

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