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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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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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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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