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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xie Yu

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Book Open access Aug 2026

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

This work presents AgentCity, an AI-maintained framework for the continuous construction and evaluation of traffic prediction benchmarks and validate the reliability of AgentCity through benchmark validation studies on reproduction fidelity and consistency across different code-oriented agents.

Dayan Pan, Hongkang Su, Jing-Yuan Wang et al. · 0 citations
Book Open access Aug 2026

AgentCity: An AI-Maintained Continuous Benchmark for Traffic Prediction

Traffic prediction is a fundamental component of intelligent transportation systems, and recent research has explored a wide range of prediction tasks and modeling approaches. While several benchmarking frameworks have been proposed to support fair and reproducible evaluation, most existing benchmarks rely on manual ma...

Dayan Pan, Hongkang Su, Jingyuan Wang et al. · 0 citations

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