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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · Sep 201919922001200920172026
1 result for “Multi-Intersection”
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learningcs.LG

This paper tackles efficient cooperative control for large-scale traffic signals using tensor-based deep learning.

problem Efficient training and control for large-scale multi-intersection traffic signals.
method Tensor representation, multi-task learning, imitation learning, proximal policy optimization.
result The proposed model achieves better performance compared to existing methods.
Traffic Signal ControlDeep Reinforcement LearningImitation LearningTensor RepresentationMulti-Intersection
2019-09-30abs ↗pdf ↗