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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 19 of 57
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Edged USLAM: Edge-Aware Event-Based SLAM with Learning-Based Depth Priors AI summary
Şebnem Sarıözkan, HÃ1⁄4rkan Şahin, Olaya Álvarez-TuñÃ3n, Erdal Kayacan
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Actron3D: Learning Actionable Neural Functions from Videos for Transferable Robotic Manipulation AI summary
Anran Zhang, Hanzhi Chen, Yannick Burkhardt, Yao Zhong, Johannes Betz, Helen Oleynikova, Stefan Leutenegger
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History-Aware Visuomotor Policy Learning Via Point Tracking AI summary
Jingjing Chen, Hongjie Fang, Chenxi Wang, Shiquan Wang, Cewu Lu
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PDLNet: Learning Point Cloud Distortion for Unsupervised Cross-Domain Point Cloud Segmentation in Adverse Weather AI summary
Shuhua Dong, Minxian Li, Haofeng Zhang
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Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection AI summary
Taehun Kong, Tae-Kyun Kim
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Self-Organised Sequential Multi-Agent Reinforcement Learning for Closely Cooperation Tasks AI summary
Hao Fu, YOU MINGYU, Zhou Hongjun, Bin He
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Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios AI summary
Lai Pingrui, Pan Renjie, Yu Jiaqi, Yang Hua
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RoboHitch: Learning Visual Affordance from Disordered Keypoints for Hitch Knots Tying AI summary
Jiahui Zuo, Boyang Zhang, Fumin Zhang
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Tiny-DroNeRF: Tiny Neural Radiance Fields Aboard Federated Learning-Enabled Nano-Drones AI summary
Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi
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Gameplay with a Socially Supportive Virtual Robot Enhances Children's Global Self-Esteem, Peer Relationships, Interest and Engagement AI summary
Devasena Pasupuleti, Hamed Mahzoon, Kazuki Sakai, Hiroshi Ishiguro, Yaswanth Bangi, Rajeevlochana G. Chittawadigi, Yuichiro Yoshikawa
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DRL-SFM: Learning Social Navigation from Costmaps and Social Forces for Mobile Robots and Intelligent Wheelchairs AI summary
Matthias Kalenberg, Kilian Gerhard Probst, Andreas Gründer, Christopher May, Jonas Walter, Jörg Franke
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Learning to Grasp by Integrating Human Preferences and Success Feedback AI summary
Juyeol Park, Byungjin Ko, Jong-Wan Yoon, Taejoon Park, Homin Park
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Learning a Shape-Adaptive Assist-As-Needed Rehabilitation Policy from Therapist-Informed Input AI summary
Zhimin Hou, Jiacheng Hou, Xiao Chen, Hamid Sadeghian, Tianyu REN, Sami Haddadin
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Real-Time Decoding of Movement Onset and Offset for Brain-Controlled Rehabilitation Exoskeleton AI summary
Kanishka Mitra, Satyam Kumar, Frigyes Samuel Racz, Deland Hu Liu, Ashish Deshpande, José del R. Millán
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Reward Evolution with Graph-Of-Thoughts: A Bi-Level Language Model Framework for Reinforcement Learning AI summary
Changwei Yao, Xinzi Liu, Chen Li, Marios Savvides
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Masked IRL: LLM-Guided Reward Disambiguation from Demonstrations and Language AI summary
Minyoung Hwang, Alexandra Forsey-Smerek, Nathaniel Dennler, Andreea Bobu
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Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing AI summary
Leizheng Shu
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Learning Flexible Job Shop Scheduling under Limited Buffers and Material Kitting Constraints AI summary
Shishun Zhang, Juzhan Xu, Yidan Fan, Chenyang Zhu, Ruizhen Hu, YONGJUN WANG, Kai Xu
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Manufacturing Micro-Patterned Surfaces with Multi-Robot Systems AI summary
Annalisa T. Taylor, Malachi Landis, Ping Guo, Todd D. Murphey
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From Movement Primitives to Distance Fields to Dynamical Systems AI summary
Yiming Li, Sylvain Calinon
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Beyond Scalar Rewards: Distributional Reinforcement Learning with Preordered Objectives for Safe and Reliable Autonomous Driving AI summary
Ahmed Abouelazm, Jonas Michel, Daniel Bogdoll, Philip Schörner, Johann Marius Zöllner
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BlurPoint: Efficient Motion Blur Aware Student-Teacher Local Feature Learning AI summary
Wenting Wang, Zhenjun Zhao, Jiaxin Guo, Yunhui Liu, Charlie C.L. Wang, Yeung Yam
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Visual Scene Understanding-Based Task Planning for an Efficient Multipurpose Agricultural Robot System AI summary
Yonghyun Park, Hyoung Il Son
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Learning Location-Specific Latent Behavior Priors for Occupancy Prediction in Automated Driving AI summary
Julian Schmidt, Mario Ruoff, Christoph Rist, Julian Jordan
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Monocular Visual Odometry Via Diffusion-Based Joint Learning of Optical Flow and Depth AI summary
Qingyuan Hu, Wei Li, Xuebin Meng, Yu Hu
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Learning to Drive Anywhere with Model-Based Reannotation AI summary
Noriaki Hirose, Lydia Ignatova, Kyle Stachowicz, Catherine Glossop, Sergey Levine, Dhruv Shah
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Temporal Transfer Learning for Traffic Optimization with Coarse-Grained Advisory Autonomy AI summary
Jung-Hoon Cho, Sirui Li, Jeongyun Kim, Cathy Wu
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Learning Controlled Separation of Small Objects between Two Fingers with a Tactile Skin AI summary
Ulf Kasolowsky, Berthold Bäuml
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Disturbance-Aware Adaptive Compensation in Hybrid Force-Position Locomotion Policy for Legged Robots AI summary
Yang Zhang, Zhanxiang Cao, Buqing Nie, Yangqing Fu, Haoyang Li, Zheng Zhang, Yizhi Chen, Xiaokang Yang, Yue Gao
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CorrectManip: A Data-Driven Closed-Loop Framework for Autonomous Skill Learning with Failure Recovery AI summary
Shiwen Li, Zhen Yang, Zuofu Wang, Bin Ma, ye tengju, Shiyu Zhao, Junbo Chen, Kaicheng Yu
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SARL: Spatially-Aware Self-Supervised Representation Learning for Visuo-Tactile Perception AI summary
Gurmeher Khurana, Lan Wei, Dandan Zhang
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Safe Explicable Policy Search AI summary
Akkamahadevi Hanni, Jonathan Montano, Yu (Tony) Zhang
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Closed-Loop Cross-Scale Motion of Decoupled Light and Tendon Driven Miniature Continuum Robots AI summary
Cheng Zhou, Xiaotong Qin, Haoyang Yu, Jingyuan Xia, Zheng Xu, Zecai Lin, Anzhu Gao
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VB-Com: Learning Vision-Blind Composite Humanoid Locomotion against Deficient Perception AI summary
humanoid robots of Unitree G and H.
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SCOOP'D: Learning Mixed-Liquid-Solid Scooping via Sim2Real Generative Policy AI summary
Kuanning Wang, Yongchong Gu, Yuqian Fu, Zeyu Shangguan, Sicheng He, Xiangyang Xue, Yanwei Fu, Daniel Seita
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SINGER: An Onboard Generalist Vision-Language Navigation Policy for Drones AI summary
Maximilian Adang, JunEn Low, Ola Shorinwa, Mac Schwager
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Multimodal Diffusion Forcing for Forceful Manipulation AI summary
Zixuan Huang, Huaidian Hou, Dmitry Berenson
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Voice-Driven Assistance and Resistance Modulation in a Soft Hip Exosuit Using a Transformer-Based Speech Recognition Model AI summary
Enrica Tricomi, Daniel Lindner, Xiaohui Zhang, Luka Miskovic, Lorenzo Masia
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Safety-Critical Dynamic Motion Generation for Manipulators Using Differentiable Distance Fields in Configuration Space AI summary
Xuemin Chi, Jihao Huang, Yiming Li, Bolun Dai, Zhitao Liu, Sylvain Calinon
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RGS: Reflection-Aware Gaussian Splatting Via Learning Geometry Continuity for Reflective Objects AI summary
Xiaobiao Du, Yida Wang, Cheng Bi, Kun Zhan, Yu Xin
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EndoDDC: Learning Sparse to Dense Reconstruction for Endoscopic Robotic Navigation Via Diffusion Depth Completion AI summary
Yinheng LIN, Yiming Huang, Beilei Cui, Long Bai, Huxin Gao, Hongliang Ren, Jiewen Lai
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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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TactileAloha: Learning Bimanual Manipulation with Tactile Sensing AI summary
Ningquan Gu, Kazuhiro Kosuge, Mitsuhiro Hayashibe
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E^2DT: Efficient and Effective Decision Transformer with Experience-Aware Sampling for Robotic Manipulation AI summary
Kaiyan Zhao, Borong Zhang, Yiming Wang, Xingyu Liu, Xuetao Li, Yuyang Chen, Xiaoguang Niu
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Generate, Transfer, Adapt: Learning Functional Dexterous Grasping from a Single Human Demonstration AI summary
Xingyi He, Adhitya Polavaram, Yunhao Cao, Om Deshmukh, Tianrui Wang, Xiaowei Zhou, Kuan Fang
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CADET: A Modular Platform for Evaluating Distributed Cooperative Autonomy in Connected Autonomous Vehicles AI summary
Pragya Sharma, Brian Wang, Mani Srivastava
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Learning to Annotate Delayed and False AEB Events: A Practical System for Extreme Class Imbalance and Asymmetric Label Noise AI summary
Mengxiang Hao, Xin Jiang, Xinghao Huang, Wenliang Su, Zhiteng Wang, Junjie Rao, Xiaotian Yang, Wei Liao, Chengyu Han, Gen Liang, Yulun Song, Zhitao Xu, Xianpeng Lang
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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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Scale-Invariant and View-Relational Representation Learning for Full Surround Monocular Depth AI summary
Kyumin Hwang, Wonhyeok Choi, Kiljoon Han, Wonjoon Choi, Minwoo Choi, YONGCHEON NA, Minwoo Park, Sunghoon Im
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Fully Distributed Real-Time MPC for Cooperative Mobile Manipulation Via Box-iLQR and ADMM with an Object-Centric Planar Projection AI summary
Jeong tae Lee, Jin Ho Park, Seunghoon Yang, Keun Ha Choi, Kyung-Soo Kim
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