Agentic Driving Coach: Robustness and Determinism of Agentic AI-Powered Human-in-the-Loop Cyber-Physical Systems explores This work proposes a reactor-model-of-computation approach using the Lingua Franca framework to address nondeterminism in agentic AI-powered human-in-the-loop cyber-physical systems, demonstrated with a driving coach case study.. Commercial viability score: 4/10 in Agentic AI for Cyber-Physical Systems.
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Agent Handoff
Canonical ID agentic-driving-coach-robustness-and-determinism-of-agentic-ai-powered-human-in-the-loop-cyber-physical-systems | Route /paper/agentic-driving-coach-robustness-and-determinism-of-agentic-ai-powered-human-in-the-loop-cyber-physical-systems
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/agentic-driving-coach-robustness-and-determinism-of-agentic-ai-powered-human-in-the-loop-cyber-physical-systemsMCP example
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}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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