3 citations · 8 across the 6 of their papers we have counts for
11 papers
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…
Dynamic programming systems for modeling and control of the traffic in transportation networks
Nadir Farhi
This thesis is entitled Dynamic programming systems for modeling and control of the traffic in transportation networks. Two parts are distinguished in this dissertation: 1) methods…
Comprehensive passenger demand-dependent traffic control on a metro line with a junction and a derivation of the traffic phases
Florian Schanzenbacher, Nadir Farhi, Fabien Leurent +1
This paper is an extended abstract on a traffic model for the train dynamics on a metro line with a junction. The dynamic model includes control laws on the dwell and on the run ti…
Real-time control of metro train dynamics with minimization of train time-headway variance
Florian Schanzenbacher, Nadir Farhi, Fabien Leurent +1
We present here a real-time control model for the train dynamics in a linear metro line system. The model describes the train dynamics taking into account average passenger arrival…
A discrete event traffic model explaining the traffic phases of the train dynamics on a linear metro line with demand-dependent control
Florian Schanzenbacher, Nadir Farhi, Fabien Leurent +1
In this paper we present a mathematical model of the train dynamics in a linear metro line system with demand-dependent run and dwell times. On every segment of the line, we consid…
M/G/c/c state dependent queuing model for a road traffic system of two sections in tandem
Nacira Guerouahane, Djamil Aissani, Nadir Farhi +1
We propose in this article a M/G/c/c state dependent queuing model for road traffic flow. The model is based on finite capacity queuing theory which captures the stationary density…