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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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Zi-Meng Wan

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Open access Sep 2026

Event‐Triggered Off‐Policy Learning for Data‐Efficient Control of Complex Unmodeled Systems

This paper addresses the challenges of low data efficiency and diminished control accuracy in complex systems with completely unknown dynamics. Conventional off‐policy adaptive dynamic programming (ADP) methods, which rely on random data sampling, often lead to the accumulation of irrelevant data, straining computati...

Hai-Tao Guo, Zi-Meng Wan, Wen-Bei Tang et al. · 0 citations

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