Data-driven Traffic Simulation: A Comprehensive Review

Data-driven Traffic Simulation: A Comprehensive Review

24 October 2023

Papers citing "Data-driven Traffic Simulation: A Comprehensive Review"

15 / 15 papers shown

Title
RIFT: Closed-Loop RL Fine-Tuning for Realistic and Controllable Traffic Simulation Keyu Chen Wenchao Sun Hao Cheng Sifa Zheng 40 0 0 06 May 2025
Seeking to Collide: Online Safety-Critical Scenario Generation for Autonomous Driving with Retrieval Augmented Large Language Models Yuewen Mei Tong Nie Jian-jun Sun Ye Tian 65 0 0 02 May 2025
Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation Seungjun Yu Kisung Kim Daejung Kim Haewook Han Jinhan Lee 57 0 0 14 Feb 2025
LiDAR-GS:Real-time LiDAR Re-Simulation using Gaussian Splatting Qifeng Chen Sheng Yang Sicong Du Tao Tang Peng Chen Yuchi Huo 3DGS AI4CE 61 6 0 07 Oct 2024
Automating Traffic Model Enhancement with AI Research Agent Xusen Guo Xinxi Yang Mingxing Peng Hongliang Lu Meixin Zhu Hai Yang 62 0 0 25 Sep 2024
Adversarial and Reactive Traffic Entities for Behavior-Realistic Driving Simulation: A Review Joshua Ransiek Philipp Reis Tobias Schürmann Eric Sax 69 0 0 21 Sep 2024
How Simulation Helps Autonomous Driving:A Survey of Sim2real, Digital Twins, and Parallel Intelligence Xuemin Hu Shen Li Ting Huang Bo Tang Rouxing Huai Long Chen 46 65 0 02 May 2023
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction Zhejun Zhang Alexander Liniger Dengxin Dai F. I. F. Richard Yu Luc Van Gool 74 42 0 07 Mar 2023
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 93 138 0 12 Sep 2022
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset Scott Ettinger Shuyang Cheng Benjamin Caine Chenxi Liu Hang Zhao ... Jiquan Ngiam Vijay Vasudevan Alexander McCauley Jonathon Shlens Drago Anguelov 137 531 0 20 Apr 2021
TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors Simon Suo S. Regalado Sergio Casas R. Urtasun 151 224 0 17 Jan 2021
Implicit Latent Variable Model for Scene-Consistent Motion Forecasting Sergio Casas Cole Gulino Simon Suo Katie Z Luo Renjie Liao R. Urtasun 152 155 0 23 Jul 2020
Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data Sergio Casas Cole Gulino Renjie Liao R. Urtasun AI4CE 174 211 0 18 Oct 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 277 1,587 0 18 Sep 2019
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016