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20202023
most citedFacilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control

15 citations · 16 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2021★ 1 cited

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

Paul, Ha, Sikai Chen +2

Optimizing traffic signal control (TSC) at intersections continues to pose a challenging problem, particularly for large-scale traffic networks. It has been shown in past research…

cs.LG2020

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

Paul Young Joun Ha, Sikai Chen, Jiqian Dong +3

Active Traffic Management strategies are often adopted in real-time to address such sudden flow breakdowns. When queuing is imminent, Speed Harmonization (SH), which adjusts speeds…