22 citations · 84 across the 21 of their papers we have counts for
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cs.LG2021★ 2 cited
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection
Romain Ducrocq, Nadir Farhi
Intelligent traffic signal controllers, applying DQN algorithms to traffic light policy optimization, efficiently reduce traffic congestion by adjusting traffic signals to real-tim…
eess.SY2021★ 2 cited
Estimation of road traffic state at a multi-lanes controlled junction
Cyril Nguyen Van Phu, Nadir Farhi
We present in this paper a method for the estimation of traffic state at road junctions controlled with traffic lights. We assume mixed traffic where a proportion of vehicles are e…