Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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619 result(s) for “Autonomous Driving” Page 2 of 13
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Personalized Autonomous Driving Via Optimal Control with Clearance Constraints from Questionnaires AI summary
YongJae Lim, Dabin Kim, H. Jin Kim
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HetroD: A High-Fidelity Drone Dataset and Benchmark for Autonomous Driving in Heterogeneous Traffic AI summary
Yu-Hsiang Chen, Wei-Jer Chang, Christian Kotulla, Thomas Keutgens, Steffen Runde, Tobias Moers, Christoph Klas, Wei Zhan, Masayoshi Tomizuka, Yi-Ting Chen
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Reference-Free, Long-Horizon Trajectory Optimization for Aggressive Autonomous Driving in Milliseconds AI summary
Prayag Sharma, Jon Goh, Franck Djeumou
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An HMDP�MPC Decision-Making Framework with Adaptive Safety Margins and Hysteresis for Autonomous Driving AI summary
Siyuan Li, Chengyuan Liu, Wen-Hua Chen
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MMD-OPT : Maximum Mean Discrepancy Based Sample Efficient Collision Risk Minimization for Autonomous Driving AI summary
Basant Sharma, Arun Kumar Singh
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CoPlanner: An Interactive Motion Planner with Contingency-Aware Diffusion for Autonomous Driving AI summary
Ruiguo Zhong, Ruoyu Yao, Pei Liu, Xiaolong Chen, Rui Yang, Jun Ma
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TransDiffuser: Diverse Trajectory Generation with Decorrelated Multi-Modal Representation for End-To-End Autonomous Driving AI summary
Xuefeng Jiang, Yuan Ma, Pengxiang LI, leimeng xu, Xin Wen, Kun Zhan, zhongpu xia, Peng Jia, Xianpeng Lang, Sheng Sun
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Enhanced Autonomous Navigation on the Perseverance Mars Rover AI summary
Olivier Toupet, Masahiro Ono, Tyler Del Sesto, Mark Maimone, Michael McHenry
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HMSim: A Hierarchical Multi-Agent Simulator for Autonomous Vehicles AI summary
Haolan Liu, Jishen Zhao, Liangjun Zhang
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LiHi-GS: LiDAR-Supervised Gaussian Splatting for Highway Driving Scene Reconstruction AI summary
Pou-Chun Kung, Xianling Zhang, Katherine Skinner, Nikita Jaipuria
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GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control AI summary
Anthony Chen, Wenzhao Zheng, Yida Wang, Xueyang Zhang, Kun Zhan, Peng Jia, Kurt Keutzer, Shanghang Zhang
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Physics-Informed Diffusion Mamba Transformer for Real-World Driving AI summary
Hang Zhou, Qiang Zhang, Peiran Liu, Yihao Qin, Zhaoxu Yan, Yiding Ji
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Human Insights Driven Latent Space for Different Driving Perspectives: A Unified Encoder for Efficient Multi-Task Inference AI summary
Huy Dung Nguyen, Anass Bairouk, Mirjana Maras, Wei Xiao, Tsun-Hsuan Wang, Patrick Chareyre, Ramin Hasani, Marc Blanchon, Daniela Rus
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ArmGS: Composite Gaussian Appearance Refinement for Modeling Dynamic Urban Environments AI summary
Guile Wu, Dongfeng Bai, Bingbing Liu
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Probing Multimodal LLMs As World Models for Driving AI summary
Shiva Sreeram, Tsun-Hsuan Wang, Alaa Maalouf, Guy Rosman, Sertac Karaman, Daniela Rus
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Sce2DriveX: A Generalized MLLM Framework for Scene-To-Drive Learning AI summary
Zhao Rui, Yuan Qirui, li jinyu, Hu Haofeng, Li Yun, Gao Zhenhai, Gao Fei
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Efficient Multi-Camera Tokenization with Triplanes for End-To-End Driving AI summary
Boris Ivanovic, Cristiano Saltori, Yurong You, Yan Wang, Wenjie Luo, Marco Pavone
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LangEditor: Natural Language-Driven 4D Editing for Improved Controllability of Dynamic Driving Scenes AI summary
Xiaoyu Liang, Linhui Wang, Chunlam Li, Junhong Lin, WEI GAO
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CooperDrive: Enhancing Driving Decisions through Cooperative Perception AI summary
Deyuan Qu, Qi Chen, Onur Altintas, Takayuki Shimizu
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UniFuture: A 4D Driving World Model for Future Generation and Perception AI summary
Dingkang Liang, Dingyuan Zhang, Xin Zhou, Sifan Tu, Tianrui Feng, Xiaofan Li, Zhang yumeng, Mingyang Du, Xiao Tan, Bai Xiang
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CRASH: Context-Aware Recognition of Agents for Simulation of High‑risk Driving AI summary
Minhee Cho, Hayeon Jo, Dongbo Min
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Learning to Drive by Imitating Surrounding Vehicles AI summary
Yasin Sonmez, Hanna Krasowski, Murat Arcak
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TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning AI summary
Momchil Tomov, Sang Uk Lee, Hansford Hendargo, Jinwook Huh, Teawon Han, Forbes Howington, Rafael Rodrigues da Silva, Gianmarco Bernasconi, Marc Heim, Samuel Findler, Xiaonan Ji, Alexander Boule, Michael Napoli, Kuo Chen, Jesse Miller, Boaz Cornelis Floor, Yunqing Hu
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EgoFSD: Ego-Centric Fully Sparse Paradigm with Uncertainty Denoising and Iterative Refinement for End-To-End Self-Driving AI summary
Haisheng Su, Wei Wu, Zhenjie Yang, Isabel Guan
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CRESCENT: Collision-Free Highly Constrained Trajectory Optimization for Driving on the Moon AI summary
Abhishek Cauligi, Keenan Albee, Roland Brockers, Jean-Pierre de la Croix
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Multimodal Belief-Space Covariance Steering with Active Probing and Influence for Interactive Driving AI summary
Devodita Chakravarty, John M. Dolan, Yiwei Lyu
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DriveSafe: A Framework for Risk Detection and Safety Suggestions in Driving Scenarios AI summary
Sainithin Artham, Shankar Gangisetty, Avijit Dasgupta, C.V. Jawahar
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OccLLaMA: A Unified Occupancy-Language-Action World Model for Enhancing Motion Planning Via Multi-Task Learning AI summary
Julong Wei, Shanshuai Yuan, Pengfei Li, Xinyi Quan, Lei Tai, Jieru Zhao, Zhongxue Gan, Wenchao Ding
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Robustness Is a Function, Not a Number: A Factorized Comprehinsive Study of OOD Robustness in Vision-Based Driving AI summary
Amir Mallak, Alaa Maalouf
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Modeling 3D Pedestrian-Vehicle Interactions for Vehicle-Conditioned Pose Forecasting AI summary
Guangxun Zhu, Xuan Liu, Nicolas Pugeault, Chongfeng Wei, Edmond S. L. Ho
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Hallucinating 360°: Panoramic Street-View Generation Via Local Scenes Diffusion and Probabilistic Prompting AI summary
Fei Teng, Kai Luo, Sheng Wu, Siyu Li, PuJun Guo, Jiale Wei, Jiaming Zhang, Kunyu Peng, Kailun Yang
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GaussianFormer3D: Multi-Modal Gaussian-Based Semantic Occupancy Prediction with 3D Deformable Attention AI summary
Lingjun Zhao, Sizhe Wei, James Hays, Lu Gan
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Flexible Trajectory Planning for Autonomous Vehicles Via Environmental Assessment in Extreme Scenarios AI summary
Xiang Li, Ke Lin, Xiaoqing Yang, Kejian Yan, Yanjie Li, Yunjiang Lou
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SEG-Parking: Towards Safe, Efficient, and Generalizable Autonomous Parking Via End-To-End Offline Reinforcement Learning AI summary
Zewei Yang, Zengqi Peng, Jun Ma
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A Perception-Based Architecture for Autonomous Convoying in GNSS-Denied Areas AI summary
Alexander Bienemann, Lukas Beer, Andreas Reich, Thomas Steinecker, Bianca Forkel, Anton Backhaus, Philipp Berthold, Juan David González González, Peter Mortimer, Thorsten Luettel, Maehlisch Mirko
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Physics-Constrained Imitation Learning for Autonomous Racing AI summary
Haohan Yang, Haochen Liu, Zhou Yanxin, Shuge Wu, Chen Lv
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PSKDNet: Position-Supervised Keypoints Diffusion Network for Online Vectorized HD Map Construction AI summary
Mingkun Jiang, Jun Dong, JunMing He, guangyu Hou, Fan Ma, Shuang Wu, Yujing Zhang
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TADPO: Reinforcement Learning Goes Off-Road AI summary
Zhouchonghao Wu, Raymond Song, Vedant Mundheda, Luis E. Navarro-Serment, Christof Schoenborn, Jeff Schneider
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Pocket-SLAM: Rendering-Area-Aware Pruning for Memory-Efficient 3DGS-SLAM AI summary
Leshu Li, Jie Peng, Yang Zhao
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Learning Multiple Initial Solutions to Optimization Problems AI summary
Elad Sharony, Heng Yang, Tong Che, Marco Pavone, Shie Mannor, Peter Karkus
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Vision-Based Policy Learning for High-Speed Autonomous Racing AI summary
Haoran Xu, Xianwei Chen, Yilin Lang, Qinyuan Ren
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ConsistencyPlanner: Real-Time Planning with Fast-Sampling Consistency Models AI summary
Qichao Zhang, Xing Fang, Jiaqi Fang, Zhenwen Cai, Jie Ling, Qiankun Yu, Dongbin Zhao
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A Two-Stage Framework for Ego-Centric Key Object Identification Via Object State Prediction AI summary
Shihong Ling, Yue Wan, Xiaowei Jia, Na Du
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ForSim: Stepwise Forward Simulation for Traffic Policy Fine-Tuning AI summary
Keyu Chen, Wenchao Sun, Hao Cheng, Zheng Fu, Sifa Zheng
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Correcting Autonomous Vehicle Behavior to Ensure Rule Compliance AI summary
Felipe Toledo, Trey Woodlief, Sebastian Elbaum, Matthew Dwyer
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How Bumpy Is It? Incremental Online Learning of Terrain-Induced Bumpiness Costs for Off-Road Vehicles AI summary
Haoyu Yuan, Tianwei Niu, Shengshan Ma, Runjiao Bao, Shoukun Wang
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Receding Horizon Reinforcement Learning with Autoregressive Model for Motion Control of Autonomous Vehicles AI summary
Xin Yin, Haotian CAO, Xinglong Zhang, Qingwen Ma, Xin Xu, Haibin Xie
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Context-Triggered Contingency Games for Strategic Multi-Agent Interaction AI summary
Kilian Schweppe, Anne-Kathrin Schmuck
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Selecting Spots by Explicitly Predicting Intention from Motion History Improves Performance in Autonomous Parking AI summary
Long Kiu Chung, David Isele, Faizan M. Tariq, Sangjae Bae, Shreyas Kousik, Jovin D'sa
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