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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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Chuan-Yan Wang

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Open access Sep 2026

Student Psychology-Based Optimization Algorithm Based on Educational Learning Is Used for Numerical Optimization and Practical Application

It is demonstrated that the three embedded learning mechanisms substantially strengthen the optimization capacity of vanilla SPBO, and ESPBO possesses considerable application potential for numerical optimization as well as mobile robot path-planning scenarios.

Jin-Xin Liu, Chuan-Yan Wang, Cheng-Peng Li · 1 citation

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