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Sikai Chen

University of Wisconsin-Madison

SCHOLARLY PAPERS

2

DOWNLOADS

126

TOTAL CITATIONS

3

Scholarly Papers (2)

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1.

Longitudinal Control of Connected and Automated Vehicles Among Signalized Intersections in Mixed Traffic Flow with Deep Reinforcement Learning Approach

Number of pages: 35 Posted: 25 May 2023
Chunyu Liu, Zihao Sheng, Sikai Chen, Haotian Shi and Bin Ran
Southwest Jiaotong University, affiliation not provided to SSRN, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 93 (725,554)
Citation 3

Abstract:

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Keywords: Connected automated vehicles, Deep reinforcement learning, Mixed traffic stream, Signalized intersection, Trajectory optimization.

2.

Detecting Falsified Lane-Changing Behavior in Connected Automated Vehicles Using Physics-Guided Neural Networks

Number of pages: 28 Posted: 05 Mar 2026
Yongju Kim, Xinzhi Zhong, Lei Shi, Wissam Kontar, Sikai Chen and Soyoung Ahn
University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Nebraska-Lincoln, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 33 (1,304,549)

Abstract:

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Anomaly detection, Connected automated vehicle, Lane changing, Physics-guided neural networks