Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling
Authors: Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta
AAAI 2015 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We present our multi-agent model, tested through simulations using real traffic data and integrated into our extension of the Multi-model Open-source Vehiculartraffic SIMulator (Mov Sim). |
| Researcher Affiliation | Academia | Maxime Gu eriau , Romain Billot , Nour-Eddin El Faouzi Universit e de Lyon, F-69000, Lyon, France IFSTTAR, LICIT, F-69500, Bron ENTPE, LICIT, F-69518, Vaulx en Velin Salima Hassas , Fr ed eric Armetta Universit e de Lyon, F-69000, Lyon, France LIRIS Laboratory, F-69000, Lyon |
| Pseudocode | No | No pseudocode or algorithm blocks are present in the paper. |
| Open Source Code | No | The paper mentions extending "Mov Sim", which is an "Open-source Vehicular traffic SIMulator", but it does not state that their *extension* is open-source or provide a link to their code. |
| Open Datasets | No | The paper mentions using "real traffic data" but does not provide any concrete access information (link, DOI, repository, or citation to a public dataset) for this data. |
| Dataset Splits | No | The paper does not provide specific dataset split information for training, validation, or testing. |
| Hardware Specification | No | No specific hardware details (like GPU models, CPU types, or memory specifications) used for running experiments are mentioned in the paper. |
| Software Dependencies | No | The paper mentions extending "Mov Sim" from (Treiber and Kesting 2013), but it does not provide specific version numbers for Mov Sim or any other software dependencies. |
| Experiment Setup | No | The paper does not provide specific experimental setup details such as concrete hyperparameter values or detailed training configurations. |