InCabin China

18-20 November, 2025

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Intercontinental Hefei 5* Hotel

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#incabinchina

Session Track: Simulation, Testing and Validation - Chair: Roger Lanctot

Large-Scale Virtual Scenario Testing for Cognitive AI Driver Behavior

InCabin

Presentation

This sharing focuses on the IAV & cogniBIT advanced traffic flow simulation solution, with the core goal of verifying the cognitive AI driver model through a series of steps. Firstly, it processes the real driving data, converts it into the specified format, and mines the model parameters. Then, it selects key scenarios to support simulation. Subsequently, it converts and analyzes the simulation data after integrating these AI drivers, compares and verifies the authenticity of drivers’ macro behaviors, and iteratively optimizes the parameters. Finally, it delivers reports showing the high simulation fidelity.

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