Concepedia

Sikai Chen

SC

Statistics

Publications

58

Citations

2.1K

H-Index

26

Active since

2017

Affiliations

Purdue University West Lafayette(Current)

University of Wisconsin–Madison

Carnegie Mellon University

Hong Kong Polytechnic University

Korea Advanced Institute of Science and Technology

Sikai Chen is an author at Purdue University West Lafayette specializing in autonomous systems, autonomous vehicles, and computing.

Publications per year

2017–2025

58

Publications

58

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 · 249 citations

Computing, Autonomous Systems, Computer Science +15

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 · 134 citations

Computing, Autonomous Systems, Computer Science +17

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 · 129 citations

Engineering, Risk Management, Hazard Identification +11

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 · 97 citations

Computing, Automotive Engineering, Autonomous Systems +17

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 · 85 citations

Computing, Autonomous Systems, Computer Science +12

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