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ORCIDPaul Young Joun Ha
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2020 – today
- 2022
[j2]Paul Young Joun Ha
, Sikai Chen, Runjia Du, Samuel Labi:
Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning. Comput. 11(3): 38 (2022)- 2021
- [j1]Sikai Chen, Jiqian Dong, Paul Young Joun Ha, Yujie Li, Samuel Labi:
Graph neural network and reinforcement learning for multi-agent cooperative control of connected autonomous vehicles. Comput. Aided Civ. Infrastructure Eng. 36(7): 838-857 (2021) - [c3]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: 1-7 - [c2]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: 1997-2002 - [i6]Paul Young Joun Ha, Sikai Chen, Runjia Du, Samuel Labi:
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning. CoRR abs/2110.05564 (2021) - 2020
- [c1]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: 1-6 - [i5]Yujie Li, Sikai Chen, Paul Young Joun Ha, Jiqian Dong, Aaron Steinfeld, Samuel Labi:
Leveraging Vehicle Connectivity and Autonomy to Stabilize Flow in Mixed Traffic Conditions: Accounting for Human-driven Vehicle Driver Behavioral Heterogeneity and Perception-reaction Time Delay. CoRR abs/2008.04351 (2020) - [i4]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 abs/2010.05436 (2020) - [i3]Jiqian Dong, Sikai Chen, Paul Young Joun Ha, Yujie Li, Samuel Labi:
A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network. CoRR abs/2010.05437 (2020) - [i2]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 abs/2010.05439 (2020) - [i1]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 abs/2010.05440 (2020)
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