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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2884 result(s) for “Big Data in Robotics and Automation” Page 12 of 58
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Gaussian Splatting and Point Cloud-Based Workspace Prediction for Collision-Free Trajectory Planning in Collaborative Robots AI summary
Jungho Seo, DongWook Kim
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SurgCUT3R: Surgical Scene-Aware Continuous Understanding of Temporal 3D Representation AI summary
Kaiyuan Xu, Fangzhou Hong, Daniel Elson, Baoru Huang
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Lagrangian Neural Network-Based Control: Improving Robotic Trajectory Tracking Via Linearized Feedback AI summary
Manuel Weiss, Alexander Pawluchin, Jan-Hendrik Ewering, Thomas Seel, Ivo Boblan
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X-Diffusion: Training Diffusion Policies on Cross-Embodiment Human Demonstrations AI summary
Maximus Pace, Prithwish Dan, Chuanruo Ning, Atiksh Bhardwaj, Moyun Du, Edward Duan, Wei-Chiu Ma, Kushal Kedia
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NOVA: Navigation Via Object-Centric Visual Autonomy for High-Speed Target Tracking in Unstructured GPS-Denied Environments AI summary
Alessandro Saviolo, Giuseppe Loianno
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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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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RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation AI summary
Xiangyu Chen, Chuhao Zhou, Yuxi Liu, Jianfei Yang
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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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Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation AI summary
Hugo Carlesso, Josiane Mothe, Radu Ionescu
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Rainbow-DemoRL: Combining Improvements in Demonstration-Augmented Reinforcement Learning AI summary
Dwait Bhatt, Shih-Chieh Chou, Nikolay Atanasov
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ActiveUMI: Robotic Manipulation with Active Perception from Robot‑Free Human Demonstrations AI summary
Qiyuan Zeng, Chengmeng Li, Jude St. John, Zhongyi Zhou, Junjie Wen, Yi Xu, Guorui Feng, Yichen Zhu
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Transferring Policy of Offline Reinforcement Learning from Hybrid Dataset to Real World Via Progressive Neural Network AI summary
Pengyu Zhao, Zheng Fang, Tongxu Ai, Eric Nichols, Randy Gomez, Bo He, Guangliang Li
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Bi-Adapt: Few-Shot Bimanual Adaptation for Novel Categories of 3D Objects Via Semantic Correspondence AI summary
Jinxian Zhou, Ruihai Wu, Yiwei Liu, Checheng Yu, Xunzhe Zhou, Yiwen Hou, Licheng Zhong, Lin Shao
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Robust LPV Modeling of Precision Motion Systems Via Edge-Theorem Verification AI summary
Yazan Al-Rawashdeh, Mohammad Al Janaideh
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Development of the Saemangeum Digital Test-Bed (K-URSim) for Unmanned Underwater Vehicles AI summary
Yeongjun Lee, Jong-Boo Han, Sangsu Kim, Hojun Kang, Kihun Kim
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ALOHA Lightning: Learning Fast and Precise Manipulation AI summary
John Hua Yao, Qi Wu, Yihuai Gao, Chelsea Finn, Zipeng Fu
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PPT: Pretraining with Pseudo-Labeled Trajectories for Motion Forecasting AI summary
Yihong Xu, Yuan Yin, Eloi zablocki, Tuan-Hung Vu, Alexandre Boulch, Matthieu Cord
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MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos AI summary
Rutav Shah, Shuijing Liu, Qi Wang, Zhenyu Jiang, Sateesh Kumar, Mingyo Seo, Roberto Martín-Martín, Yuke Zhu
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VCC: Efficient Voxel-Based Collision Checking Framework for Real-Time Robotic Motion Planning AI summary
Ching Chen, TSUNG TAI YEH
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Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval AI summary
Davide Buoso, Luke Robinson, Giuseppe Averta, Philip Torr, Tim Franzmeyer, Daniele De Martini
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Event Spectroscopy: Event-based Multispectral and Depth Sensing using Structured Light AI summary
Christian Geckeler, Niklas Neugebauer, Manasi Muglikar, Davide Scaramuzza, Stefano Mintchev
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Learning-Based Fusion for Robust Multi-Spectral Visual Servoing AI summary
Enrico Fiasche, Siddharth Singh Savner, Ezio Malis, Philippe Martinet
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Enabling Automated and Personalized Motor Assessment in Neurorehabilitation: Generating Patient-Specific Reference Movements with a Virtual Humanoid Twin AI summary
Mathilde Legrand, Olivier Lambercy, Roger Gassert
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TrajBooster: Boosting Humanoid Whole-Body Manipulation Via Trajectory-Centric Learning AI summary
Jiacheng Liu, Pengxiang Ding, Qihang Zhou, Yuxuan Wu, Da Huang, Zimian Peng, Wei Xiao, Weinan Zhang, Lixin Yang, Cewu Lu, Donglin Wang
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ActivePusher: Active Learning and Planning with Residual Physics for Nonprehensile Manipulation AI summary
Zhuoyun Zhong, Seyedali Golestaneh, Constantinos Chamzas
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AirIO: Learning Inertial Odometry with Enhanced IMU Feature Observability AI summary
Yuheng Qiu, CAN XU, Yutian Chen, Shibo Zhao, Junyi Geng, Sebastian Scherer
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A Multi-Level Similarity Approach for Single-View Object Grasping: Matching, Planning, and Fine-Tuning AI summary
Hao Chen, Takuya Kiyokawa, Zhengtao Hu, Weiwei Wan, Kensuke Harada
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Autonomous Decentralized Control for Motion Switching in an Intestine-Inspired Peristaltic Mixing Pump Adaptive to Physical Phase Transitions of Mixed Materials AI summary
Takaaki Tanno, Ryosuke Adachi, Koya Tsurumi, Fumio Ito, Tomoki Hanamura, Takuya Umedachi, Taro Nakamura
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Rapid Adaptation of Particle Dynamics for Generalized Deformable Object Mobile Manipulation AI summary
Bohan Wu, Roberto Martín-Martín, Li Fei-Fei
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MultiDiffSense: Diffusion-Based Multi-Modal Visuo-Tactile Image Generation Conditioned on Object Shape and Contact Pose AI summary
Sirine Bhouri, Lan Wei, Jian-Qing Zheng, Dandan Zhang
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U2E: Uncertainty-Aware Modeling and Uncertainty-Guided Exploration with Deep Ensemble for Quadrupedal Robot AI summary
Zitong Bai, Yince Gao, Naiyuan Liu, Yiming Huang, Xiaolong Yu, Wei Wang
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Humanoid Everyday: A Comprehensive Robotic Dataset for Open-World Humanoid Manipulation AI summary
Zhenyu Zhao, Hongyi Jing, Xiawei Liu, Jiageng Mao, Abha Jha, Hanwen Yang, Rong Xue, Sergey Zakharov, Vitor Guizilini, YUE WANG
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E2O-SLAM: A Hierarchical Visual SLAM Framework Using Edge-based and Object-level Representations AI summary
Eunseon Choi, Soohee Han
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Real-time Puncture Detection and Recovery for Pneumatic Soft Actuators AI summary
Tejonidhi R Deshpande, Tingyu Cheng, Josiah Hester
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Generalizable and Fast Surrogates: Model Predictive Control of Articulated Soft Robots Using Physics-Informed Neural Networks AI summary
Tim-Lukas Habich, Aran Mohammad, Simon F. G. Ehlers, Martin Bensch, Thomas Seel, Moritz Schappler
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Offline Reinforced Finetuning for Chunk-Based VLA Via Real-World RL Policy Distillation with Vision-Guided Copilot AI summary
human efforts.
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Automatic Physically-Based Sim2Real for Tactile Images through Differentiable Path-Tracing Rendering AI summary
Guillaume Duret, Anna Samsonenko, Florence ZARA, Jan Peters, Liming Chen
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ViSA-Flow: Accelerating Robot Skill Learning Via Large-Scale Video Semantic Action Flow AI summary
Changhe Chen, Quantao Yang, Xiaohao Xu, Nima Fazeli, Olov Andersson
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Planning-Guided Diffusion Policy Learning for Contact-Rich Bimanual Object Reorientation AI summary
Xuanlin Li, Tong Zhao, Bo Ai, Xinghao Zhu, Jiuguang Wang, Tao Pang, Kuan Fang
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Towards Real-World Identification of Fatigued Muscle Groups Via Musculoskeletal Simulation AI summary
Jenishkumar Chauhan, Samarth Brahmbhatt, Vineet Vashista
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First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling AI summary
Alexander Davydov, Franck Djeumou, Marcus Greiff, Makoto Suminaka, Michael Thompson, John Subosits, Thomas Lew
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Importance Sampling Model-Based Diffusion for Trajectory Optimization AI summary
Seth Golembeski, Anirban Mazumdar
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A Framework for Soft Robot Control: Integrating Physics-Based Modeling with Exploration Based Learning AI summary
Costanza Armanini, Anthony Tzes, Andrea Del Prete, Fares Abu-Dakka
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RoboMatch: A Unified Mobile-Manipulation Teleoperation Platform with Auto-Matching Network Architecture for Long-Horizon Tasks AI summary
Hanyu Liu, Yunsheng Ma, Jiaxin Huang, Keqiang Ren, Jiayi Wen, Yilin Zheng, Haoru Luan, Baishu Wan, Pan Li, Jiejun Hou, Zhihua Wang, Zhigong Song
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Above and Below: Heterogeneous Multi-Robot SLAM across Surface and Underwater Domains AI summary
John McConnell, Armon Shariati, Paul Szenher, Yaxuan Li
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Zero-Shot Exocentric Viewpoint-Robust Imitation Learning (VIL): Bridging Handheld Gripper and Exocentric Views AI summary
Boyan Li, Peilin Meng, Chang Liu, Yulin Chen, Qi Zhou, Youyi Bi
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Establishing Reality-Virtuality Interconnections in Urban Digital Twins for Superior Intelligent Road Inspection and Simulation AI summary
Yikang Zhang, Chuangwei Liu, Jiahang Li, Yingbing Chen, Jie CHENG, Rui Fan
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PegasusFlow: Parallel Rolling-Denoising Score Sampling for Robot Diffusion Planner Flow Matching AI summary
Lei Ye, Haibo Gao, Peng Xu, Zhelin Zhang, Wei Zhang, Junqi Shan, Ao Zhang, Ruyi Zhou, Zongquan Deng, Liang Ding
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Whole-Body Safe Control of Robotic Systems with Koopman Neural Dynamics AI summary
Sebin Jung, Abulikemu Abuduweili, Jiaxing Li, Changliu Liu
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