Reinforcement Learning with Human Feedback for Realistic Traffic
Simulation

Reinforcement Learning with Human Feedback for Realistic Traffic Simulation

1 September 2023

Yulong Cao

Papers citing "Reinforcement Learning with Human Feedback for Realistic Traffic Simulation"

13 / 13 papers shown

Title
RIFT: Closed-Loop RL Fine-Tuning for Realistic and Controllable Traffic Simulation Keyu Chen Wenchao Sun Hao Cheng Sifa Zheng 52 0 0 06 May 2025
Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Models Using Implicit Feedback from Pre-training Demonstrations Ran Tian Kratarth Goel 46 0 0 25 Mar 2025
DriveGen: Towards Infinite Diverse Traffic Scenarios with Large Models Shenyu Zhang Jiaguo Tian Zhengbang Zhu Shan Huang Jucheng Yang Weinan Zhang 39 0 0 04 Mar 2025
Direct Preference Optimization-Enhanced Multi-Guided Diffusion Model for Traffic Scenario Generation Seungjun Yu Kisung Kim Daejung Kim Haewook Han Jinhan Lee 62 0 0 14 Feb 2025
Gen-Drive: Enhancing Diffusion Generative Driving Policies with Reward Modeling and Reinforcement Learning Fine-tuning Zhiyu Huang Xinshuo Weng Maximilian Igl Yuxiao Chen Yulong Cao Boris Ivanovic Marco Pavone Chen Lv 28 7 0 08 Oct 2024
Learning to Drive via Asymmetric Self-Play Chris Zhang Sourav Biswas Kelvin Wong Kion Fallah Lunjun Zhang Dian Chen Sergio Casas R. Urtasun 44 0 0 26 Sep 2024
Adversarial and Reactive Traffic Entities for Behavior-Realistic Driving Simulation: A Review Joshua Ransiek Philipp Reis Tobias Schürmann Eric Sax 75 0 0 21 Sep 2024
A Deep Generative Framework for Joint Households and Individuals Population Synthesis Xiao Qian Utkarsh Gangwal Shangjia Dong Rachel Davidson 52 1 0 30 Jun 2024
Text-to-Drive: Diverse Driving Behavior Synthesis via Large Language Models Phat Nguyen Tsun-Hsuan Wang Zhang-Wei Hong S. Karaman Daniela Rus LM&Ro 32 3 0 06 Jun 2024
Data-driven Traffic Simulation: A Comprehensive Review Di Chen Meixin Zhu H. Yang Xuesong Wang Yinhai Wang 26 26 0 24 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors Simon Suo S. Regalado Sergio Casas R. Urtasun 151 224 0 17 Jan 2021
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 280 1,595 0 18 Sep 2019