10 datasets found

A novel differentiable hybrid traffic simulator, which simulates traffic using a hybrid model of both macroscopic and microscopic models and can be directly integrated into a...

NGSIM is a collection of video-transcribed datasets of vehicle trajectories on US-101, Lankershim Blvd. in Los Angeles, I-80 Emeryville. It contains approximately 45 minutes of...

Modified cell transmission model (MCTM) for traffic simulation.

The dataset used in this paper is a real-world driving dataset, which is used to evaluate the performance of the proposed traffic scene generation framework.

Realistic and controllable traffic simulation is a core capability that is necessary to accelerate autonomous vehicle (AV) development.

The dataset used in this paper is a set of real-world traffic trajectory data, which is used to evaluate the performance of the proposed safety-critical traffic control (STC)...

The dataset used in the paper is a real-world traffic signal control dataset, which includes 80 red-light cameras and 16 monitoring cameras in a hour. There are 1,775 valid...

The TrafficGen dataset is a collection of traffic scenarios generated using a generative model.

The Bi-Level Imitation Learning System (BITS) is a model that utilizes a two-tiered imitation learning strategy for traffic prediction tasks.

The Conditional Traffic Generation (CTG) model is a state-of-the-art model for controllable traffic simulation.