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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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NORM-Nav: Zero-Shot Mobile Robot Navigation with Natural Language Behavioral Constraints AI summary
Dongjie Huo, Junhui Wang,, Chao Gao, Yan Qiao, Dong Zhang, Guyue Zhou
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NaturalVLM: Leveraging Fine-Grained Natural Language for Affordance-Guided Visual Manipulation AI summary
Ran Xu, Yan Shen, Xiaoqi Li, Ruihai Wu, Hao Dong
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Robot Cell Modeling Via Exploratory Robot Motions AI summary
Gaetano Meli, Niels Dehio
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Structured Interfaces for Automated Reasoning with 3D Scene Graphs AI summary
Aaron Ray, Jacob Arkin, Harel Biggie, Chuchu Fan, Luca Carlone, Nicholas Roy
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Universal Trajectory Optimization Framework for Differential Drive Robot Class AI summary
Mengke Zhang, Nanhe Chen, Hu Wang, Qiu JianXiong, Zhichao Han, Qiuyu Ren, Chao Xu, Fei Gao, Yanjun Cao
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Control of Humanoid Robots with Parallel Mechanisms Using Differential Actuation Models AI summary
Victor Lutz, Ludovic De Matteïs, Virgile BATTO, Nicolas Mansard
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Goal-Oriented Control Strategies for Soft Growing Robots AI summary
Wentao Huang, Pengchun Li, Ziyi Zhang, Zuankai Wang, Dekai Zhou, Longqiu Li
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Déjà Vu: Unlocking Transparent Action Reasoning for Object-Goal Navigation Via Large Language Models AI summary
Heming Du, Sen Wang, Li Xue, Yu Xin
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Exploring Single Domain Generalization of LiDAR-Based Semantic Segmentation under Imperfect Labels AI summary
Weitong Kong, Zichao Zeng, Di Wen, Jiale Wei, Kunyu Peng, June Moh Goo, Jan Boehm, Rainer Stiefelhagen
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Scalable Vision-Language-Action Model Pretraining for Robotic Dexterous Manipulation with Real-Life Human Activity Videos AI summary
Qixiu Li, Yu Deng, Yaobo Liang, Lin Luo, Lei Zhou, Chengtang Yao, Lingqi Zeng, ZhiYuan Feng, Huizhi Liang, Sicheng Xu, Yizhong Zhang, Xi Chen, Hao Chen, Lily Sun, Dong Chen, Jiaolong Yang, Baining Guo
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NavDP: Learning Sim-To-Real Navigation Diffusion Policy with Privileged Information Guidance AI summary
Wenzhe Cai, Jiaqi Peng, Yuqiang Yang, Yujian Zhang, MENG WEI, Hanqing Wang, Yilun Chen, Tai Wang, Jiangmiao Pang
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Learning Motion Skills with Adaptive Assistive Curriculum Force in Humanoid Robots AI summary
Zhanxiang Cao, Yang Zhang, Buqing Nie, Huangxuan Lin, Haoyang Li, Yizhi Chen, Xiaokang Yang, Yue Gao
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Stream-To-Act: ROS 2 Native Token Streaming for Continuous Motion Execution of Vision-Language-Action Models AI summary
Dahyun Kim, Yunseong Jeon, Hongkyun Park, Jong-Chan Kim
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A Wearable Isokinetic Training Robot for Enhanced Bedside Knee Rehabilitation AI summary
Yanggang Feng, Xingyu Hu, Yuebing Li, Ke Ma, Jiaxin Ren, Zhihao Zhou, Fuzhen Yuan, Yan Huang, Liu Wang, Qining Wang, Wuxiang Zhang, Xilun Ding
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Game-KFS: Game-Theory-Inspired Keyframe Selection for Hybrid Representation Visual SLAM AI summary
Shilang Chen, Bo Yang, Chaoqun Wang, Peidong Fang, Haifei Zhu, Weinan Chen, Yisheng Guan
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Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning AI summary
Aditya Narendra, Mukhammadrizo Maribjonov, Dmitry Makarov, Dmitry Yudin, Aleksandr Panov
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Perching-Based Haptic Guidance for Physical Human�Robot Interaction with Aerial Robots AI summary
Ayano Miyamichi, Kei Okada
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Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal AI summary
Chang Yu, Siyu Ma, Wenxin Du, Zeshun Zong, Han Xue, Wendi Chen, Cewu Lu, Yin Yang, Xuchen Han, Joseph Masterjohn, Alejandro Castro, Chenfanfu Jiang
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MCGS-SLAM: A Multi-Camera SLAM Framework Using Gaussian Splatting for High-Fidelity Mapping AI summary
Zhihao Cao, Hanyu Wu, Li Wa TANG, Zizhou Luo, Wei Zhang, Marc Pollefeys, Zihan Zhu, Martin R. Oswald
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Playbook: Scalable Discrete Skill Discovery from Unstructured Datasets for Long-Horizon Decision-Making Problems AI summary
Minjae Kang, Mineui Hong, Songhwai Oh
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RoboMorph: Evolving Robot Morphology Using Large Language Models AI summary
Kevin Qiu, Władysław Pałucki, Krzysztof Ciebiera, Paweł Fijałkowski, Marek Cygan, Łukasz Kuciński
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Contrastive Auditory Knowledge Transfer for Tool-Mediated Robot Interaction with Granular Objects AI summary
Si Liu, Jindan Huang, Zhengyan Huan, Michael Hughes, Jivko Sinapov
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Overlapping Domain Decomposition for Distributed Pose Graph Optimization AI summary
Aneesa Sonawalla, Yulun Tian, Jonathan How
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ST-HNet: A CNN-LSM Hybrid Architecture for Spatio-Temporal Feature Learning in Event-Based Visual Place Recognition AI summary
Xun Xiao, Shasha Guo, Tie Junbo, Jingyue Zhao, Ziqi Wang, Yuan Li, jingzhuo yuan, Qiang Dou, Lei Wang
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Safe Explicable Policy Search AI summary
Akkamahadevi Hanni, Jonathan Montano, Yu (Tony) Zhang
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HiMAP: History-Aware Map-Occupancy Prediction with Fallback AI summary
Yiming Xu, Yi Yang, Hao Cheng, Monika Sester
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The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption AI summary
Timothy R. Duggan, Pierrick Lorang, Hong Lu, Matthias Scheutz
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Class-Guided Network with Rare-Class Amplification for Sea State Estimation Based on Ship Motion Data AI summary
Wei Xia, Kexin Wang, Weiwei Tian, Xiufeng Liu, Fan Shi, Xu Cheng
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RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation AI summary
Ming-Ming Yu, Yi Chen, Börje F. Karlsson, Wenjun Wu
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Accelerating Residual Reinforcement Learning with Uncertainty Estimation AI summary
Lakshita Dodeja, Karl Schmeckpeper, Shivam Vats, Thomas Weng, Mingxi Jia, George Konidaris, Stefanie Tellex
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GPD-AP: A Grasp Pose-Driven Active Perception Framework for Occlusion-Robust Robotic Manipulation AI summary
Yancong Wei, Yunyi Pang, Sicheng Liu, Kangkang Dong, Houde Liu
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HeRO: Hierarchical 3D Semantic Representation for Pose-Aware Object Manipulation AI summary
Chongyang Xu, Shen Cheng, Li Haipeng, Haoqiang Fan, Ziliang Feng, Shuaicheng Liu
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Planning of Robotic High Intensity Focused Ultrasound Ablation Via Predictive Models of Thermal Lesions AI summary
Francesca Parrotta, Iro Papagiannaki, Selene Tognarelli, Alessandro Diodato, Arianna Menciassi
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Non-Submodular Visual Attention for Robot Navigation AI summary
Reza Vafaee, Kian Behzad, Milad Siami, Luca Carlone, Ali Jadbabaie
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Generalized Momenta-Based Koopman Formalism for Robust Control of Euler-Lagrangian Systems AI summary
Rajpal Singh, Aditya Singh, Chidre Shravista Kashyap, Jishnu Keshavan
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Robotic Rendering of Oriental Ink Paintings with Spatial Awareness AI summary
Shaojun Hu, Zhiqi Yan, Yuhao Liu, Hao Jin, Minghui Lian, Zhiyi Zhang
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Co-NavGPT: Multi-Robot Cooperative Visual Semantic Navigation Using Vision Language Models AI summary
Bangguo Yu, Qihao Yuan, Kailai Li, Hamidreza Kasaei, Ming Cao
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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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Trajectory Conditioned Cross-Embodiment Skill Transfer AI summary
Yuhang Tang, Yixuan Lou, Pengfei Han, Haoming Song, Xinyi Ye, Dong Wang, Bin Zhao
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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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Robotic Relay of Free-Space Optical Beams for Medical Applications AI summary
Guangshen Ma, Patrick Codd, Mark Draelos
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Judo: A User-Friendly Open-Source Package for Sampling-Based Model Predictive Control AI summary
Albert H. Li, John Zhang, Jan Bruedigam, Brandon Hung, Aaron Ames, Jiuguang Wang, Simon Le Cleac'h, Preston Culbertson
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PERAL: Perception-Aware Motion Control for Passive LiDAR Excitation in Spherical Robots AI summary
Shenghai Yuan, Jason Wai Hao Yee, Weixiang Guo, Zhongyuan Liu, Thien-Minh Nguyen, Lihua Xie
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ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation AI summary
Jinu Pahk, Theo Taeyeong Kim, Jun Ki Lee, Byoung-Tak Zhang
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Time-Series Data-Driven Three Dimensional Shape Control of Deformable Linear Objects Using a Dual-Arm Robot with Dynamic Model Updating AI summary
Jiyoung Choi, Micheale Haileslassie Gebrezgiher, Donggun Lee, Ayoung Hong
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C^2ROPE: Causal Continuous Rotary Positional Encoding for 3D Large Multimodal-Models Reasoning AI summary
Guanting Ye, Qiyan Zhao, Wenhao Yu, Xiaofeng Zhang, Jianmin Ji, Yanyong Zhang, and Ka-Veng Yuen,∗
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Perfect Prediction or Plenty of Proposals? What Matters Most in Planning for Autonomous Driving AI summary
Aron Distelzweig, Faris Janjo�, Oliver Scheel, Sirish Reddy Varra, Raghu Rajan, Joschka Boedecker
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These Magic Moments: Differentiable Uncertainty Quantification of Radiance Field Models AI summary
Parker Ewen, Hao Chen, Seth Isaacson, Joseph Wilson, Katherine Skinner, Ram Vasudevan
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RadarSFD: Single-Frame Diffusion with Pretrained Priors for Radar Point Clouds AI summary
Bin Zhao, Nakul Garg
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Real-Time Geometric-Registration-Based Precision Localization for Autonomous Docking in Unstructured Factory Environment AI summary
Sebastian Fernando Chinchilla Gutierrez, Manaru Watanabe, Masahiro Ooyama, Takayuki Yamada, Tomoaki Yamada, Naoto Toshiki, Satsuki Yamane, Jose Victorio Salazar Luces, Ankit A. Ravankar, Yasuhisa Hirata
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