24 citations · 70 across the 8 of their papers we have counts for
Showing 2021Show all
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cs.CV2021
Reason induced visual attention for explainable autonomous driving
Sikai Chen, Jiqian Dong, Runjia Du +2
Deep learning (DL) based computer vision (CV) models are generally considered as black boxes due to poor interpretability. This limitation impedes efficient diagnoses or prediction…
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.AI2021
Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture
Runjia Du, Sikai Chen, Jiqian Dong +3
Past research and practice have demonstrated that dynamic rerouting framework is effective in mitigating urban traffic congestion and thereby improve urban travel efficiency. It ha…