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Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control

Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control

30 August 2024
Zihao Sheng
Zilin Huang
Sikai Chen
ArXivPDFHTML

Papers citing "Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control"

4 / 4 papers shown
Title
Sky-Drive: A Distributed Multi-Agent Simulation Platform for Socially-Aware and Human-AI Collaborative Future Transportation
Sky-Drive: A Distributed Multi-Agent Simulation Platform for Socially-Aware and Human-AI Collaborative Future Transportation
Zilin Huang
Zihao Sheng
Zhengyang Wan
Yansong Qu
Yuhao Luo
...
Jiancong Chen
Keke Long
Jiayi Meng
Yue Leng
Sikai Chen
50
0
0
25 Apr 2025
CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models
CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models
Zihao Sheng
Zilin Huang
Yansong Qu
Yue Leng
Sruthi Bhavanam
Sikai Chen
42
2
0
24 Feb 2025
FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following
  Trajectory Prediction
FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction
Junwei You
Rui Gan
Weizhe Tang
Zilin Huang
Jiaxi Liu
...
Keshu Wu
Keke Long
Sicheng Fu
Sikai Chen
Bin Ran
DiffM
68
0
0
23 Nov 2024
Trustworthy Human-AI Collaboration: Reinforcement Learning with Human
  Feedback and Physics Knowledge for Safe Autonomous Driving
Trustworthy Human-AI Collaboration: Reinforcement Learning with Human Feedback and Physics Knowledge for Safe Autonomous Driving
Zilin Huang
Zihao Sheng
Sikai Chen
31
4
0
01 Sep 2024
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