Sikai Chen

Graph neural network and reinforcement learning for multi‐agent cooperative control of connected autonomous vehicles

Sikai Chen, Jiqian Dong, Paul Ha et al. · Computer-Aided Civil and Infrastructure Engineering · 2021 · 239 citations

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information

Sikai Chen, Yue Leng, Samuel Labi · Computer-Aided Civil and Infrastructure Engineering · 2019 · 133 citations

Impact of road-surface condition on rural highway safety: A multivariate random parameters negative binomial approach

Sikai Chen, Tariq Usman Saeed, Samuel Labi · Analytic Methods in Accident Research · 2017 · 128 citations

Rural Highway Safety, Engineering, Civil Engineering +8

Space-weighted information fusion using deep reinforcement learning: The context of tactical control of lane-changing autonomous vehicles and connectivity range assessment

Jiqian Dong, Sikai Chen, Yujie Li et al. · Transportation Research Part C Emerging Technologies · 2021 · 94 citations

Artificial Intelligence, Tactical Control, Engineering +8

Why did the AI make that decision? Towards an explainable artificial intelligence (XAI) for autonomous driving systems

Jiqian Dong, Sikai Chen, Mohammad Miralinaghi et al. · Transportation Research Part C Emerging Technologies · 2023 · 77 citations

Artificial Intelligence, Engineering, Autonomous Vehicles +10