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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ruolin Shi

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2 papers indexed here

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Open access Jul 2026

Traffic rule-embedded decision-making for automated vehicles in pedestrian-vehicle conflicts via deep reinforcement learning.

In pedestrian-vehicle crossing conflicts, automated vehicles (AVs) should avoid collisions and follow pedestrian-related traffic rules and social expectations. However, many existing decision-making models mainly optimize safety or efficiency. The behavioral effects of specific pedestrian-related rules remain insuffici...

Chenming Fu, Xuesong Wang, Ruolin Shi et al. · 0 citations
Jul 2026

Evaluation, optimization, verification of traffic rules for automated vehicles in freeway lane-changing scenario.

The proposed framework provides a systematic method for converting qualitative traffic rules into measurable and executable requirements for ADS in freeway lane-changing scenarios and achieves an overall risk-classification accuracy of 94% during execution.

Jingru Zang, Xue-Song Wang, Ruo-Lin Shi et al. · 0 citations

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