Runjia Du

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Autonomous Vehicles

Top Venues

IEEE Trans. Intell. Veh.

Publications

Yunsheng Ma, Runjia Du, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Ziran Wang
Driver Digital Twin for Online Recognition of Distracted Driving Behaviors. IEEE Trans. Intell. Veh. 9 (2) (2024)
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
Dynamic urban traffic rerouting with fog-cloud reinforcement learning. Comput. Aided Civ. Infrastructure Eng. 39 (6) (2024)
Runjia Du, Kyungtae Han, Rohit Gupta, Sikai Chen, Samuel Labi, Ziran Wang
Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework. IV (2023)
Runjia Du, Pei Li, Sikai Chen, Samuel Labi
PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information. CoRR (2023)
Paul (Young Joun) Ha, Sikai Chen, Runjia Du, Samuel Labi
Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning. Comput. 11 (3) (2022)
Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
Reason induced visual attention for explainable autonomous driving. CoRR (2021)
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture. CoRR (2021)
Runjia Du, Sikai Chen, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture. ISC2 (2021)
Paul Young Joun Ha, Sikai Chen, Runjia Du, Samuel Labi
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning. CoRR (2021)
Runjia Du, Sikai Chen, Yujie Li, Paul Young Joun Ha, Jiqian Dong, Panagiotis Ch. Anastasopoulos, Samuel Labi
A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream. ITSC (2021)
Yujie Li, Sikai Chen, Runjia Du, Paul Young Joun Ha, Jiqian Dong, Samuel Labi
Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization. CoRR (2020)
Jiqian Dong, Sikai Chen, Yujie Li, Paul Young Joun Ha, Runjia Du, Aaron Steinfeld, Samuel Labi
Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles. ITSC (2020)
Runjia Du, Sikai Chen, Yujie Li, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment. CoRR (2020)
Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion. CoRR (2020)
Jiqian Dong, Sikai Chen, Yujie Li, Runjia Du, Aaron Steinfeld, Samuel Labi
Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control. CoRR (2020)