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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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A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery


Dec 01, 2018
Jiqian Dong, Gopaljee Atulya, Kartikeya Bhardwaj, Radu Marculescu

* Presented at NIPS 2018 Workshop on Machine Learning for the Developing World 

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