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Using UAVs for vehicle tracking and collision risk assessment at intersections


Oct 11, 2021
Shuya Zong, Sikai Chen, Majed Alinizzi, Yujie Li, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Towards Safer Transportation: a self-supervised learning approach for traffic video deraining


Oct 11, 2021
Shuya Zong, Sikai Chen, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning


Oct 11, 2021
Paul, Ha, Sikai Chen, Runjia Du, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Development and testing of an image transformer for explainable autonomous driving systems


Oct 11, 2021
Jiqian Dong, Sikai Chen, Shuya Zong, Tiantian Chen, Mohammad Miralinaghi, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Addressing crash-imminent situations caused by human driven vehicle errors in a mixed traffic stream: a model-based reinforcement learning approach for CAV


Oct 11, 2021
Jiqian Dong, Sikai Chen, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Reason induced visual attention for explainable autonomous driving


Oct 11, 2021
Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture


Oct 11, 2021
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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Estimating IRI based on pavement distress type, density, and severity: Insights from machine learning techniques


Oct 11, 2021
Yu Qiao, Sikai Chen, Majed Alinizzi, Miltos Alamaniotis, Samuel Labi

* Under review for presentation at TRB 2022 Annual Meeting 

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A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network


Oct 12, 2020
Jiqian Dong, Sikai Chen, Paul Young Joun Ha, Yujie Li, Samuel Labi

* TRB 2021 Annual Meeting 

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Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion


Oct 12, 2020
Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi

* TRB 20201 Annual Meeting 

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Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control


Sep 30, 2020
Jiqian Dong, Sikai Chen, Yujie Li, Runjia Du, Aaron Steinfeld, Samuel Labi


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