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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2837 result(s) for “Data Sets for Robot Learning” Page 11 of 57
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Filament Sliding Linear Potentiometer-Based Data Glove (FLiPo) for Precisely Annotating Human Finger Poses AI summary
Zhisheng Xia, Haochen Yong, Qilong Liu, Zhenghao Ke, Han Ding, Zhigang Wu
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SURF-Loco: Mastering Complex Industrial Terrains with 3D Surfel-Based Reinforcement Learning for Legged Robots AI summary
Bailin He, Xiting Zhao, Qiao Sun, Xiaoyi Hu, haojie Liu, Jiangwei Zhong, Wenqiang Zhang
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ForestVO: Enhancing Visual Odometry in Forest Environments through ForestGlue AI summary
Thomas Pritchard, Saifullah Ijaz, Ronald Clark, Basaran Bahadir Kocer
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Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process AI summary
Hadi Hosseinionari, Mohammad Bajelani, Klaske van Heusden, Abbas S. Milani, Rudolf Seethaler
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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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Dynamic Robotic Cloth Folding with Efficient Koopman Operator-Based Model Predictive Control AI summary
Edoardo Caldarelli, Franco Coltraro, Adri`a Colom ́e, Lorenzo Rosasco, , and Carme Torras
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Learning Semantic Priorities for Autonomous Target Search AI summary
Max Lodel, Nils Wilde, Robert Babuska, Javier Alonso-Mora
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Safe and Optimal Variable Impedance Control Via Certified Reinforcement Learning AI summary
Shreyas Kumar, Ravi Prakash
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CLF-RL: Control Lyapunov Function Guided Reinforcement Learning AI summary
Kejun Li, Zachary Olkin, Yisong Yue, Aaron Ames
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KINESIS: Motion Imitation for Human Musculoskeletal Locomotion AI summary
Merkourios Simos, Alberto Silvio Chiappa, Alexander Mathis
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Bi-Hap: A Bi-Directional Learning-Based Control and Momentum-Based Haptic Feedback System for Dexterous In-Hand Telemanipulation AI summary
Haoyang Wang, Haoran Guo, Zhengxiong Li, Lingfeng Tao
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LLM-Guided Task and Affordance-Level Exploration in Reinforcement Learning AI summary
Jelle Douwe Luijkx, RUNYU MA, Zlatan Ajanovic, Jens Kober
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Scaling Multi-Agent Reinforcement Learning for Underwater Acoustic Tracking Via Autonomous Vehicles AI summary
Matteo Gallici, Ivan Masmitja, Mario Martin
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COSMO-Bench: A Benchmark for Collaborative SLAM Optimization AI summary
Daniel McGann, Easton Potokar, Michael Kaess
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Iterative Learning-Based Centre-Of-Mass Impedance Control for Articulated-Soft Humanoid Robots AI summary
Yibin Wang, Lin Zhou, Sacha Morris, Shan Luo, Emmanouil Spyrakos-Papastavridis
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Point Cloud-Based Grasping for Soft Hand Exoskeleton AI summary
Chen Hu, Enrica Tricomi, Eojin Rho, Daekyum Kim, Lorenzo Masia, SHAN LUO, Letizia Gionfrida
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Learning Neural Observer-Predictor Models for Limb-Level Sampling-Based Locomotion Planning AI summary
Abhijeet Mangesh Kulkarni, Ioannis Poulakakis, Guoquan (Paul) Huang
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Learning Actuator-Aware Spectral Submanifolds for Precise Control of Continuum Robots AI summary
Paul Leonard Wolff, Hugo Buurmeijer, Luis Pabon, John Irvin Alora, Mark Leone, Roshan Kaundinya, Amirhossein Kazemipour, Robert Kevin Katzschmann, Marco Pavone
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Multi-Task Visual Perception with Temporal Feature Fusion for Autonomous Driving AI summary
Huei-Yung Lin, Shih-Han Wei
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Learning Autonomous and Safe Quadruped Traversal of Complex Terrains Using Multi-Layer Elevation Maps AI summary
Yeke Chen, Ji Ma, Zeren Luo, Yimin Han, YINZHAO DONG, Bowen Xu, Peng Lu
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Safe Whole-Body Loco-Manipulation Via Combined Model and Learning-Based Control AI summary
Alexander Schperberg, Yeping Wang, Stefano Di Cairano
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Sonar-MASt3R: Real-Time Opti-Acoustic Fusion in Turbid, Unstructured Environments AI summary
Amy Phung, Richard Camilli
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Seeing the Bigger Picture: 3D Latent Mapping for Mobile Manipulation Policy Learning AI summary
Sunghwan Kim, Woojeh Chung, Zhirui Dai, Dwait Bhatt, Arth Shukla, Hao Su, Yulun Tian, Nikolay Atanasov
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Single-View 3D-Aware Representations for Reinforcement Learning by Cross-View Neural Radiance Fields AI summary
Daesol Cho, Seungyeon Yoo, Dongseok Shim, H. Jin Kim
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DeepSkate: Reinforcement Learning of a Robust Controller for Energy Efficient Quadruped Skating AI summary
James Florin Petri, Gerard Lacey
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Learning Forward Looking Adaptation to Dynamic Payloads for Quadruped Locomotion Via Physics-Informed Neural Networks AI summary
Oscar Youngquist, Hao Zhang
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Vision-Guided Robotic Grinding with Deep Learning-Based Bead Segmentation and Digital Twin Verification AI summary
Seong Hyeon Kim, Hyo-Young Kim
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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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SIGN: Safety-Aware Image-Goal Navigation for Autonomous Drones Via Reinforcement Learning AI summary
Zichen Yan, Rui Huang, Lei He, Shao Guo, Lin Zhao
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T-CoLoc: Leveraging Tethers for Reliable Co-Localization within an Underwater ROV Chain AI summary
Juliette Drupt, Claire Dune, Andrew Ian Comport, Vincent Hugel
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Learning Affordances at Inference-Time for Vision-Language-Action Models AI summary
Ameesh Shah, William Chen, Adwait Godbole, Federico Mora, Sanjit A. Seshia, Sergey Levine
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DropClick: Semi-Automated One-Click Segmentation for Agricultural Robotic Data AI summary
Patrick Zimmer, Michael Allan Halstead, Christopher Steven McCool
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Teaching to Individual Needs: Bidirectional Teacher-Student Learning for Wheeled-Legged Locomotion AI summary
Guangsheng Li, Charles Wu, XinHua Zheng, shiyu zhu, Shenglan Liu
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NaviGait: Navigating Dynamically Feasible Gait Libraries Using Deep Reinforcement Learning AI summary
Neil Janwani, Varun Madabushi, Maegan Tucker
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Visual Category-Guided One-Shot Open Affordance Grounding AI summary
Yangfan Wang, Hongyang Yu, Xiying Li
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RealMirror: A Comprehensive, Open-Source Vision-Language-Action Platform for Embodied AI AI summary
Cong Tai, Zhaoyu Zheng, Haixu Long, Hansheng Wu, Haodong Xiang, Zhengbin Long, Jun Xiong, Rong Shi, Shizhuang Zhang, Gang Qiu, He Wang, Ruifeng Li, Jun Huang, Bin Chang, Shuai Feng, Tao Shen
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E2-BKI: Evidential Ellipsoidal Bayesian Kernel Inference for Uncertainty-Aware Gaussian Semantic Mapping AI summary
Junyoung Kim, Minsik Jeon, Jihong Min, Kiho Kwak, Junwon Seo
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Phys2Real: Fusing VLM Priors with Interactive Online Adaptation for Uncertainty-Aware Sim-To-Real Manipulation AI summary
Maggie Wang, Stephen Tian, Aiden Swann, Ola Shorinwa, Jiajun Wu, Mac Schwager
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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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DA-MMP: Learning Coordinated and Accurate Throwing with Dynamics-Aware Motion Manifold Primitives AI summary
Chi Chu, Huazhe Xu
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Perception of Social Robots as Communication Partners in Healthcare for Older Adults AI summary
Hana Yamamoto, Carlotta Julia Mayer, Charlotte Raithel, Theresa Buchner, Christian Werner, Yasuhisa Hirata, Monika Eckstein, Katja Mombaur
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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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ManiMorph: Object Representations in Robot Manipulators Morphology for Improving Multi-Task Manipulation Performance AI summary
Ali Abdalla, Michael Przystupa, Xinrui Zu, Kevin Sebastian Luck, Glen Berseth
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Sample-Efficient Learning with Online Expert Correction for Autonomous Catheter Steering in Endovascular Bifurcation Navigation AI summary
Hao Wang, Tianliang Yao, Bo LU, Zhiqiang Pei, dong liu, Lei Ma, Peng Qi
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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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CoDex: Learning Compositional Dexterous Functional Manipulation without Demonstrations AI summary
Bowen Jiang [University of Texas at Austin], William Reger [University of Texas at Austin], Roberto Martín-Martín [University of Texas at Austin]
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PCASim: Promptable Closed-Loop Adversarial Simulation for Urban Traffic Environment AI summary
Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo, Bin Jiang
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Sim2real Image Translation Enables Viewpoint-Robust Policies from Fixed-Camera Datasets AI summary
Jeremiah Coholich, Justin Wit, Robert Azarcon, Zsolt Kira
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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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Learning Geometry-Aware Nonprehensile Pushing and Pulling with Dexterous Hands AI summary
Yunshuang Li, Yiyang Ling, Gaurav Sukhatme, Daniel Seita
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