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RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented
  In-Context Learning in Multi-Modal Large Language Model
v1v2 (latest)

RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model

16 February 2024
Jianhao Yuan
Shuyang Sun
Daniel Omeiza
Bo Zhao
Paul Newman
Lars Kunze
Matthew Gadd
    LRM
ArXiv (abs)PDFHTML

Papers citing "RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model"

35 / 35 papers shown
Title
Optimizing Retrieval for RAG via Reinforcement Learning
Optimizing Retrieval for RAG via Reinforcement Learning
Jiawei Zhou
Lei Chen
135
1
0
28 Oct 2025
From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction
From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction
Zhida Zhao
Talas Fu
Yifan Wang
Lijun Wang
Huchuan Lu
VGen
206
1
0
22 Oct 2025
Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations
Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations
Shahin Atakishiyev
H. Babiker
Jiayi Dai
Nawshad Farruque
Teruaki Hayashi
...
Md Abed Rahman
Iain Smith
Mi-Young Kim
Osmar R. Zaïane
Randy Goebel
LRM
165
0
0
20 Oct 2025
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
Yingyan Li
Shuyao Shang
Weisong Liu
Bing Zhan
Haochen Wang
...
Yasong An
Chufeng Tang
Lu Hou
Lue Fan
Zhaoxiang Zhang
VLM
170
6
0
14 Oct 2025
Empowering Multimodal LLMs with External Tools: A Comprehensive Survey
Empowering Multimodal LLMs with External Tools: A Comprehensive Survey
Wenbin An
Jiahao Nie
Yaqiang Wu
Feng Tian
Shijian Lu
Q. Zheng
MLLM
170
1
0
14 Aug 2025
VLMPlanner: Integrating Visual Language Models with Motion Planning
VLMPlanner: Integrating Visual Language Models with Motion Planning
ZhiPeng Tang
Sha Zhang
Jiajun Deng
Chenjie Wang
Guoliang You
Yuting Huang
Xinrui Lin
Yanyong Zhang
130
1
0
27 Jul 2025
BEV-LLM: Leveraging Multimodal BEV Maps for Scene Captioning in Autonomous Driving
BEV-LLM: Leveraging Multimodal BEV Maps for Scene Captioning in Autonomous Driving
Felix Brandstaetter
Erik Schuetz
Katharina Winter
Fabian B. Flohr
153
2
0
25 Jul 2025
Hierarchical Question-Answering for Driving Scene Understanding Using Vision-Language Models
Hierarchical Question-Answering for Driving Scene Understanding Using Vision-Language Models
Safaa Abdullahi Moallim Mohamud
Minjin Baek
Dong Seog Han
158
1
0
03 Jun 2025
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving
Xuewen Luo
Fengze Yang
Fan Ding
Xiangbo Gao
Shuo Xing
Yang Zhou
Zhengzhong Tu
Chenxi Liu
LRM
296
13
0
03 Jun 2025
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model
Jiongchao Jin
Xiuju Fu
Natchapon Jongwiriyanurak
Tao Cheng
Ran Yan
AI4CE
326
0
0
26 May 2025
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
Zhiwen Chen
Bo Leng
Zhuoren Li
Hanming Deng
Guizhe Jin
Ran Yu
Huanxi Wen
577
2
0
21 May 2025
Urban Computing in the Era of Large Language Models
Urban Computing in the Era of Large Language ModelsACM Transactions on Intelligent Systems and Technology (TIST), 2025
Zhonghang Li
Lianghao Xia
Xubin Ren
J. Tang
Tianyi Chen
Yong-mei Xu
Chenyu Huang
452
5
0
02 Apr 2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image
Ezzeldin Shereen
Dan Ristea
Shae McFadden
Shae McFadden
V. Mavroudis
Chris Hicks
552
1
0
02 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
Tong Nie
Jian Sun
Wei Ma
547
21
0
27 Mar 2025
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving
RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving
Yujin Wang
Quanfeng Liu
Zhengxin Jiang
Tianyi Wang
Junfeng Jiao
Hongqing Chu
B. Gao
Hong Chen
313
14
0
18 Mar 2025
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation
Yinuo Liu
Zenghui Yuan
Guiyao Tie
Jiawen Shi
Lichao Sun
Lichao Sun
Neil Zhenqiang Gong
371
4
0
08 Mar 2025
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
Honglin Li
Ruizhe Guo
Honglin Li
Yuxuan Sun
Yunlong Zhang
Chenglu Zhu
Jiatong Cai
Pingyi Chen
Yanzhou Su
Lin Yang
261
7
0
04 Mar 2025
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
Chien-Yu Lin
Keisuke Kamahori
Yiyu Liu
Xiaoxiang Shi
Madhav Kashyap
...
Stephanie Wang
Arvind Krishnamurthy
Rohan Kadekodi
Luis Ceze
Baris Kasikci
3DVVLM
948
6
0
28 Feb 2025
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models
J.N. Zhang
Xuan Yang
Tianfu Wang
Yu Yao
Aleksandr Petiushko
B. Li
434
11
0
28 Feb 2025
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance
Á. Nagy
Yannis Spyridis
Vasileios Argyriou
RALM
307
2
0
24 Feb 2025
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India
Dnyanesh Panchal
Aaryan Gole
Vaibhav Narute
Raunak Joshi
AILaw
275
5
0
23 Feb 2025
Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning
Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive LearningIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Rui Zhao
Qirui Yuan
Jinyu Li
Haofeng Hu
Yun Li
Chengyuan Zheng
Fei Gao
LRM
287
17
0
19 Feb 2025
Knowledge Integration Strategies in Autonomous Vehicle Prediction and Planning: A Comprehensive Survey
Knowledge Integration Strategies in Autonomous Vehicle Prediction and Planning: A Comprehensive Survey
Kumar Manas
Adrian Paschke
366
1
0
13 Feb 2025
Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation
Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation
Namhee Kim
Woojin Park
348
1
0
06 Feb 2025
Learning from Active Human Involvement through Proxy Value Propagation
Learning from Active Human Involvement through Proxy Value PropagationNeural Information Processing Systems (NeurIPS), 2025
Zhenghao Peng
Wenjie Mo
Chenda Duan
Quanyi Li
Bolei Zhou
367
25
0
05 Feb 2025
DriveLM: Driving with Graph Visual Question Answering
DriveLM: Driving with Graph Visual Question AnsweringEuropean Conference on Computer Vision (ECCV), 2023
Chonghao Sima
Katrin Renz
Kashyap Chitta
Lawrence Yunliang Chen
Hanxue Zhang
Chengen Xie
Jens Beißwenger
Ping Luo
Andreas Geiger
Hongyang Li
798
347
0
17 Jan 2025
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented GenerationInternational Conference on Machine Learning and Applications (ICMLA), 2024
B. Rappazzo
Yingheng Wang
Aaron Ferber
Daniel Schwalbe-Koda
VLM
207
2
0
23 Sep 2024
Traffic Scene Generation from Natural Language Description for Autonomous Vehicles with Large Language Model
Traffic Scene Generation from Natural Language Description for Autonomous Vehicles with Large Language Model
Bo-Kai Ruan
Hao-Tang Tsui
Yung-Hui Li
Hong-Han Shuai
LM&Ro
447
14
0
15 Sep 2024
DriveGenVLM: Real-world Video Generation for Vision Language Model based
  Autonomous Driving
DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving
Yongjie Fu
Anmol Jain
Xuan Di
Xu Chen
Chengbo Zang
VGen
206
10
0
29 Aug 2024
A Survey of Language-Based Communication in Robotics
A Survey of Language-Based Communication in Robotics
William Hunt
Sarvapali D. Ramchurn
Mohammad D. Soorati
LM&Ro
668
17
0
06 Jun 2024
LLM4Drive: A Survey of Large Language Models for Autonomous Driving
LLM4Drive: A Survey of Large Language Models for Autonomous Driving
Zhenjie Yang
Xiaosong Jia
Guoying Gu
Junchi Yan
ELM
570
169
0
02 Nov 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving
Hao Sha
Yao Mu
Yuxuan Jiang
Li Chen
Chenfeng Xu
Ping Luo
Shengbo Eben Li
Masayoshi Tomizuka
Wei Zhan
Mingyu Ding
625
219
0
04 Oct 2023
Valley: Video Assistant with Large Language model Enhanced abilitY
Valley: Video Assistant with Large Language model Enhanced abilitY
Ruipu Luo
Ziwang Zhao
Min Yang
Junwei Dong
Da Li
Pengcheng Lu
Tao Wang
Linmei Hu
Ming-Hui Qiu
MLLM
507
252
0
12 Jun 2023
Explainable Artificial Intelligence for Autonomous Driving: A
  Comprehensive Overview and Field Guide for Future Research Directions
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research DirectionsIEEE Access (IEEE Access), 2021
Shahin Atakishiyev
Mohammad Salameh
Hengshuai Yao
Randy Goebel
626
196
0
21 Dec 2021
End-to-End Model-Free Reinforcement Learning for Urban Driving using
  Implicit Affordances
End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit AffordancesComputer Vision and Pattern Recognition (CVPR), 2019
Marin Toromanoff
É. Wirbel
Fabien Moutarde
OffRL
474
246
0
25 Nov 2019
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