General-purpose LLMs as Models of Human Driver Behavior: The Case of Simplified Merging

1. 1Apply LLMs to model human driver behavior in simplified merging scenarios
2. 2Evaluate the performance of LLMs in capturing human driving patterns
3. 3Compare the results with traditional human behavior models
4. 4Analyze the trade-offs between interpretability and flexibility in LLMs
5. 5Investigate the potential of LLMs in virtual safety assessment of automated vehicles

Researchers and engineers working on autonomous vehicles and human behavior modeling can benefit from this study, as it explores the potential of LLMs in simulating human driver behavior

💡 General-purpose LLMs can potentially capture human driver behavior in diverse scenarios without requiring parameter fitting

🚗💻 General-purpose LLMs can model human driver behavior in simplified merging scenarios! #LLMs #AutonomousVehicles #HumanBehaviorModeling