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#av-testing News & Analysis

2 articles tagged with #av-testing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Apr 147/10
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LLM-based Realistic Safety-Critical Driving Video Generation

Researchers have developed an LLM-based framework that automatically generates safety-critical driving scenarios for autonomous vehicle testing using the CARLA simulator and realistic video synthesis. The system uses few-shot code generation to create diverse edge cases like pedestrian occlusions and vehicle cut-ins, bridging simulation and real-world realism through advanced video generation techniques.

AINeutralarXiv – CS AI · Apr 156/10
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Artificial Intelligence for Modeling and Simulation of Mixed Automated and Human Traffic

A comprehensive survey examines AI methodologies for simulating mixed autonomous and human-driven traffic, addressing critical gaps in current simulation tools. The research proposes a unified taxonomy of AI methods spanning agent-level behavior models, environment-level simulations, and physics-informed approaches to improve autonomous vehicle testing and validation.