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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

Author

Ambika Shahu

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Book Open access Sep 2026

Autonomy beyond Control: Theory-based Control Allocation for Vehicle Interface Design

Research has proposed a variety of cooperative systems that allow drivers to participate in the driving task. While previous work shows that such interfaces can improve user experience, trust, and acceptance, reasons for their effectiveness remain unclear. This paper investigates the effect of different components of a...

Dinara Talypova, Ambika Shahu, Philipp Wintersberger · 0 citations

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