Search Results for author: Ludovic Leclercq

Found 3 papers, 0 papers with code

Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations

no code implementations23 May 2024 Zhixiong Jin, Dimitrios Tsitsokas, Nikolas Geroliminis, Ludovic Leclercq

In large-scale traffic optimization, models based on Macroscopic Fundamental Diagram (MFD) are recognized for their efficiency in broad analyses.

Graph Attention

Perimeter Control with Heterogeneous Cordon Signal Behaviors: A Semi-Model Dependent Reinforcement Learning Approach

no code implementations24 Aug 2023 Jiajie Yu, Pierre-Antoine Laharotte, Yu Han, Ludovic Leclercq

The proposed strategy integrates the MARL-based signal control method with centralized feedback PC policy and is applied to cordon signals of the PN.

Multi-agent Reinforcement Learning

Modal equilibrium of a tradable credit scheme with a trip-based MFD and logit-based decision-making

no code implementations14 Dec 2021 Louis Balzer, Ludovic Leclercq

A method is described to compute the linearization of the travel times and compared against a classical descend method (MSA).

Decision Making Management

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