Fast-forwarding agent states to accelerate microscopic traffic simulations

P Andelfinger, Y Xu, W Cai, D Eckhoff… - Proceedings of the 2018 …, 2018 - dl.acm.org
Traditionally, the model time in agent-based simulations is advanced in fixed time steps.
However, a purely time-stepped execution is inefficient in situations where the states of …

[PDF][PDF] A comprehensive microscopic autonomous driver model for use in high-fidelity driving simulation environments

Y Papelis, O Ahmad - Proceedings of the Annual Transportation …, 2001 - nads-sc.uiowa.edu
Driving simulation is an invaluable tool for conducting driving-related research. In any virtual
driving environment, autonomous traffic is necessary to complete the driver's immersive …

Development of a co-simulation framework for systematic generation of scenarios for testing and validation of automated driving systems

D Nalic, A Eichberger, G Hanzl… - 2019 ieee intelligent …, 2019 - ieeexplore.ieee.org
Due to the sheer infinite number of test scenarios for test and validation of automated
driving, stand-alone on-road testing of these systems is not reasonable, calling for the …

Cavsim: A microscopic traffic simulator for evaluation of connected and automated vehicles

J Zhang, C Chang, Z He, W Zhong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Connected and automated vehicles (CAVs) are expected to play a vital role in the emerging
intelligent transportation system. In recent years, researchers have proposed various …

Long-term Microscopic Traffic Simulation with History-Masked Multi-agent Imitation Learning

K Guo, W Jing, L Gao, W Liu, W Li, J Pan - arXiv preprint arXiv:2306.06401, 2023 - arxiv.org
A realistic long-term microscopic traffic simulator is necessary for understanding how
microscopic changes affect traffic patterns at a larger scale. Traditional simulators that model …

Highly efficient traffic planning for autonomous vehicles to cross intersections without a stop

J Kang, D Lin - ACM Transactions on Intelligent Systems and …, 2023 - dl.acm.org
Waiting in a long queue at traffic lights not only wastes valuable time but also pollutes the
environment. With the advances in autonomous vehicles and 5G networks, the previous …

GarchingSim: An Autonomous Driving Simulator with Photorealistic Scenes and Minimalist Workflow

L Zhou, Y Song, Y Gao, Z Yu… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Conducting real road testing for autonomous driving algorithms can be expensive and
sometimes impractical, particularly for small startups and research institutes. Thus …

Bridging physical and digital traffic system simulations with the gulliver test-bed

C Berger, E Dahlgren, J Grunden… - … for Vehicles: 5th …, 2013 - Springer
We propose a cyber-physical platform that combines road traffic simulation, network
simulation, and physically simulated vehicles to facilitate extensive testing on various levels …

A game theory based ramp merging strategy for connected and automated vehicles in the mixed traffic: A unity-sumo integrated platform

X Liao, X Zhao, G Wu, M Barth, Z Wang, K Han… - arXiv preprint arXiv …, 2021 - arxiv.org
Ramp merging is considered as one of the major causes of traffic congestion and accidents
because of its chaotic nature. With the development of connected and automated vehicle …

MDDSVsim: an integrated traffic simulation platform for autonomous vehicle research

N O'Hara, M Slot, D Marinescu, J Čurn, D Yang… - 2012 - researchrepository.ul.ie
Research and development in the field of intelligent transportation systems (ITS) can be
costly in terms of both time and money. A significant initial and ongoing investment is often …