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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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Sheng-Wei Zhou

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2 papers indexed here

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Preprint Sep 2026

The Power of Simple Mechanisms: A Tight $e$-Approximation for Gains from Trade in Matching Markets

We study how well simple mechanisms approximate gains from trade (GFT) in two-sided matching markets with independent buyer values and seller costs, where feasible outcomes form an arbitrary downward-closed family of matchings. This model includes bilateral trade and double auctions as special cases. We focus on the Ge...

Xiao-Hui Bei, Wen-Hao Wu, Sheng-Wei Zhou · 3 citations
Preprint Sep 2026

Comparison-Based Fair Division of Indivisible Chores

We investigate the query complexity of fairly allocating $m$ indivisible chores among $n$ agents with additive cost functions. We depart from the standard cardinal model and assume only comparison access: an algorithm may ask an agent which of two bundles is less costly, but never observes numerical costs. Our first re...

Ze-Han Lin, Shengxin Liu, Biaoshuai Tao et al. · 0 citations

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