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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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964 result(s) for “Reinforcement Learning” Page 11 of 20
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Learning-Based Kinematic Modeling for Concentric Tube Robot: Addressing Its Nonlinearity and Snapping Behavior AI summary
Gowoon Jeong, Seong Young Ko
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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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Deep Photonic Reservoir Computer Meets UAV Control: An Ultra-Fast Learning-Based Compensator for Agile Flight in Confined Space AI summary
Qinxiao Ma, Ruiqian Li, Cheng Wang, Yang Wang
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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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Real-Time Learning of Predictive Dynamic Obstacle Models for Robotic Motion Planning AI summary
Stella Kombo, Joel Burdick, Masih Haseli, Skylar X. Wei
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Pushing the Limits of Reactive Navigation: Learning to Escape Local Minima AI summary
Isar Meijer, Michael Pantic, Helen Oleynikova, Roland Siegwart
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Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing AI summary
Leizheng Shu
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HoMeR: Learning In-The-Wild Mobile Manipulation Via Hybrid Imitation and Whole-Body Control AI summary
Priya Sundaresan, Rhea Malhotra, Phillip Miao, Jingyun Yang, Jimmy Wu, Hengyuan Hu, Rika Antonova, Francis Engelmann, Dorsa Sadigh, Jeannette Bohg
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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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DexCtrl: Sim-To-Real Dexterity with Adaptive Controller Learning AI summary
Shuqi Zhao, Ke Yang, Yuxin Chen, Chenran Li, Yichen Xie, Xiang Zhang, Changhao Wang, Masayoshi Tomizuka
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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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RoboPCA: Pose-Centered Affordance Learning from Human Demonstrations for Robot Manipulation AI summary
Zhanqi Xiao, Ruiping Wang, Xilin Chen
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ViTac-Tracing: Visual-Tactile Imitation Learning of Deformable Object Tracing AI summary
Yongqiang Zhao, Haining Luo, Yupeng Wang, Emmanouil Spyrakos-Papastavridis, Yiannis Demiris, SHAN LUO
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Flexible Locomotion Learning with Diffusion Model Predictive Control AI summary
Runhan Huang, Haldun Balim, HENG YANG, Yilun Du
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Learning Task-Invariant Properties Via Dreamer: Enabling Efficient Policy Transfer for Quadruped Robots AI summary
Junyang Liang, Yuxuan Liu, Yanbin Chang, Junfan Lin, JunKai JI, Hui Li, Changxin Huang, Jianqiang Li
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Transfer Your Safety: Learning Transferable Model-Free Safety Filters from a Single Policy to Enhance Safety across Diverse Tasks AI summary
Junjun Xie, Siru Li, Shuhao Zhao, Xiaochen Xie and Liang Hu∗
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DA-MMP: Learning Coordinated and Accurate Throwing with Dynamics-Aware Motion Manifold Primitives AI summary
Chi Chu, Huazhe Xu
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SignBot: Learning Human-To-Humanoid Sign Language Interaction AI summary
Guanren Qiao, Sixu Lin, Ronglai Zuo, Zhizheng Wu, Kui JIA, Guiliang Liu
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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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Learning-Guided Force-Feedback Model Predictive Control with Obstacle Avoidance for Robotic Deburring AI summary
Krzysztof Wojciechowski, Ege Gursoy, Arthur Haffemayer, Sebastien Kleff, Vincent Bonnet, Florent Lamiraux, Nicolas Mansard
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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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Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots AI summary
Lorenzo Amatucci, Joao Moreira de Sousa Pinto, Giulio Turrisi, Dominique Orban, Victor Barasuol, Claudio Semini
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ManipForce: Force-Guided Policy Learning with Frequency-Aware Representation for Contact-Rich Manipulation AI summary
Geonhyup Lee, Youngjin Lee, Kangmin Kim, Seongju Lee, Sangjun Noh, Seunghyeok Back, Kyoobin Lee
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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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ArthroCut: Autonomous Policy Learning for Robotic Bone Resection in Knee Arthroplasty AI summary
Xu Lu, Yiling Zhang, Wenquan Cheng, Longfei Ma, Fang Chen, Hongen Liao
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SoftMimicGen: A Data Generation System for Scalable Robot Learning in Deformable Object Manipulation AI summary
Masoud Moghani, Mahdi Azizian, Animesh Garg, Yuke Zhu, Sean Huver, Ajay Uday Mandlekar
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From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation AI summary
Wenshuo Wang, Ruiteng Zhao, Tat Joo Teo, Marcelo H Ang Jr, Haiyue Zhu
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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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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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Learning Geometry-Aware Nonprehensile Pushing and Pulling with Dexterous Hands AI summary
Yunshuang Li, Yiyang Ling, Gaurav Sukhatme, Daniel Seita
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TaSA: Two-Phased Deep Predictive Learning of Tactile Sensory Attenuation for Improving In-Grasp Manipulation AI summary
Pranav Ponnivalavan, Satoshi Funabashi, Alexander Schmitz, Tetsuya Ogata, Shigeki Sugano
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Deep Learning�Driven Tumor Boundary Estimation Using Robotic Palpation in Minimally Invasive Surgery AI summary
Youngjun Ryu, Jeongbin Hong, Hyeonwoo Kee, Sukho Park
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Learning Therapist Policy from Therapist-Exoskeleton-Patient Interaction AI summary
Grayson Snyder, Lorenzo Vianello, Levi Hargrove, Matthew Elwin, Jose L. Pons
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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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TactileAloha: Learning Bimanual Manipulation with Tactile Sensing AI summary
Ningquan Gu, Kazuhiro Kosuge, Mitsuhiro Hayashibe
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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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Risk-Aware Control of Tendon-Driven Continuum Robots Via CVaR-MPPI with Residual Learning for Hysteresis Compensation : A Pilot Study AI summary
Dongjun Lee, DongWook Kim
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Bootstrapping Self-Supervised Learning of Binary Classification Using Error Bounds: A Case Study on a Robotic Insertion Task AI summary
Zebin Duan, Norbert Krüger, Juan Heredia, Thorbjørn Mosekjær Iversen, Frederik Hagelskjær
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NavMoE: Hybrid Model and Learning-Based Traversability Estimation for Local Navigation Via Mixture of Experts AI summary
Botao He, Amir Hossein Shahidzadeh, Yu Chen, Jiayi Wu, Tianrui Guan, Guofei Chen, Dinesh Manocha, Howie Choset, Glen Chou, Cornelia Fermüller, Yiannis Aloimonos
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PeRoI: A Pedestrian-Robot Interaction Dataset for Learning Avoidance, Neutrality, and Attraction Behaviors in Social Navigation AI summary
Subham Agrawal, Nico Ostermann-Myrau, Nils Dengler, Maren Bennewitz
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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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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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Masquerade: Learning from In-The-Wild Human Videos Using Data-Editing AI summary
Marion Lepert, Jiaying Fang, Jeannette Bohg
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Look, Focus, Act: Efficient and Robust Robot Learning Via Human Gaze and Foveated Vision Transformers AI summary
Ian Chuang, Jinyu Zou, Andrew Lee, Dechen Gao, Iman Soltani
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ILeSiA: Interactive Learning of Robot Situational Awareness from Camera Input AI summary
Petr Vanc, Giovanni Franzese, Jan Kristof Behrens, Cosimo Della Santina, Karla Stepanova, Jens Kober, Robert Babuska
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Learning to Control the Whole-Body Shape of a Soft Robotic Arm in Unknown Situations AI summary
Zhiqiang Tang, Qianqian WANG, Daniela Rus, Cecilia Laschi
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UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data AI summary
Sizhe Yang, Yiman Xie, Zhixuan Liang, Yang Tian, Jia Zeng, Dahua Lin, Jiangmiao Pang
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