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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1836 result(s) for “Learning from Demonstration” Page 2 of 37
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Enhancing Reusability of Learned Skills for Robot Manipulation Via Gaze Information and Motion Bottlenecks AI summary
Ryo Takizawa, Izumi Karino, Koki Nakagawa, Yoshiyuki Ohmura, Yasuo Kuniyoshi
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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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SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks AI summary
Jannick Stranghöner, Philipp Hartmann, Lisa-Marie Weigelt, Marco Braun, Sebastian Wrede, Klaus Neumann
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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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An End-To-End Trajectory Planner for Safe and Efficient Navigation in Crowded Dynamic Environments AI summary
Shuting Zhang, Haowen Wang, Guangchen Li
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The Translational/ Rotational Piezoelectric Impact Drive Mechanism for Cell/tissue Extraction from Mouse Cranial Window AI summary
Hirotaka Sugiura, Hiroki Kunii, Satoshi Amaya, Kawamura Shuntaro, Takebe Takanori, Fumihito Arai
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TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning AI summary
Momchil Tomov, Sang Uk Lee, Hansford Hendargo, Jinwook Huh, Teawon Han, Forbes Howington, Rafael Rodrigues da Silva, Gianmarco Bernasconi, Marc Heim, Samuel Findler, Xiaonan Ji, Alexander Boule, Michael Napoli, Kuo Chen, Jesse Miller, Boaz Cornelis Floor, Yunqing Hu
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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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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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Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation AI summary
Yu Cui, Yujian Zhang, Lina Tao, Yang Li, Xinyu Yi, Zhibin (Alex) Li
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TWISTED-RL: Hierarchical Skilled Agents for Knot-Tying without Human Demonstrations AI summary
Guy Freund, Tom Jurgenson, Matan Sudry, Erez Karpas
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HAND Me the Data: Fast Robot Adaptation Via Hand Path Retrieval AI summary
Matthew M Hong, Anthony Liang, Kevin Kim, Harshitha Belagavi Rajaprakash, Jesse Thomason, Erdem Bıyık, Jesse Zhang
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Physically-Based Lighting Generation for Robotic Manipulation AI summary
Shutong Jin, Lezhong Wang, Ben Temming, Florian T. Pokorny
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End-To-End Low-Level Neural Control of an Industrial-Grade 6D Magnetic Levitation System AI summary
Philipp Hartmann, Jannick Stranghöner, Klaus Neumann
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Training Humans to Teach Robots: Large and Lasting Skill Gains AI summary
Yuqing Zhu, Endong Sun, Matthew Howard
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Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks AI summary
Vincent Kurtz, Joel Burdick
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Ego-Vision World Model for Humanoid Contact Planning AI summary
Hang Liu, Yuman Gao, Sangli Teng, Yufeng Chi, Yakun Sophia Shao, Zhongyu Li, Maani Ghaffari, Koushil Sreenath
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Development of a Miniaturized 6-DoF Surgical Instrument with a 4-mm Elbow and 3-mm Wrist for Transoral Robotic Surgery AI summary
Cate Balasubramanian, Sunny Zhang, Teng Li, Paul Hoseok Kang, Ali A. Nazari, Thomas Looi, Dale Podolsky
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FreeTacMan: Robot-Free Visuo-Tactile Data Collection System for Contact-Rich Manipulation AI summary
Longyan Wu, Checheng Yu, Jieji Ren, Li Chen, Yufei Jiang, Ran Huang, Guoying Gu, Hongyang Li
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Towards Automated Chicken Deboning Via Learning-Based Dynamically-Adaptive 6-DoF Multi-Material Cutting AI summary
Zhaodong Yang, Ai-Ping Hu, Harish Ravichandar
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From Demonstrations to Safe Deployment: Path-Consistent Safety Filtering for Diffusion Policies AI summary
Ralf Römer, Julian Balletshofer, Jakob Thumm, Marco Pavone, Angela P. Schoellig, Matthias Althoff
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Sequentially Teaching Sequential Tasks (ST)2: Teaching Robots Long-Horizon Manipulation Skills AI summary
Zlatan Ajanovic, Ravi Prakash, Leandro de Souza Rosa, Jens Kober
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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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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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ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation AI summary
Jason Chen, I-Chun Arthur Liu, Gaurav Sukhatme, Daniel Seita
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Better Than Diverse Demonstrators: Reward Decomposition from Suboptimal and Heterogeneous Demonstrations AI summary
Chunyue Xue, Letian Chen, Matthew Gombolay
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Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study AI summary
Gi-gwang Baek, DongWook Kim
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MOVE: A Simple Motion-Based Data Collection Paradigm for Spatial Generalization in Robotic Manipulation AI summary
Huanqian Wang, chi bene chen, yang yue, Danhua Tao, Tong Guo, Shaoxuan Xie, Denghang Huang, Shiji Song, Guocai Yao, Gao Huang
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Task Robustness Via Re-Labelling Vision-Action Robot Data AI summary
Artur Kuramshin, Ozgur Aslan, Cyrus Neary, Glen Berseth
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HapCompass: A Rotational Haptic Device for Contact-Rich Robotic Teleoperation AI summary
Xiangshan Tan, Jingtian Ji, Tianchong Jiang, Pedro Lopes, Matthew Walter
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Cross-Modal Instructions for Robot Motion Generation AI summary
William Baron, Xiaoxiang Dong, Matthew Johnson-Roberson, Weiming Zhi
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Low-Latency Event-Based Velocimetry for Quadrotor Control in a Narrow Pipe AI summary
Leonard Bauersfeld, Davide Scaramuzza
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DemoDiffusion: One-Shot Human Imitation Using Pre-Trained Diffusion Policy AI summary
Sungjae Park, Homanga Bharadhwaj, Shubham Tulsiani
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CATALYST: Cognitive-To-Autonomy-Inspired Two-Stage Training Data Generation with Local-System-Aware Selection Technique AI summary
Taehoon Kim, Sehoon Oh
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CDF-Glove: A Cable-Driven Force Feedback Glove for Dexterous Teleoperation AI summary
Huayue Liang, Ruochong Li, Yaodong Yang, Long Zeng, Yuanpei Chen and Xueqian Wang
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TacUMI: A Multi-Modal Universal Manipulation Interface for Contact-Rich Tasks AI summary
Tailai Cheng, Kejia Chen, Lingyun Chen, Liding Zhang, Yue Zhang, Yao Ling, Mahdi Hamad, Zhenshan Bing, Fan Wu, Karan Sharma, Alois Knoll
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OmniRetarget: Interaction-Preserving Data Generation for Humanoid Whole-Body Loco-Manipulation and Scene Interaction AI summary
Lujie Yang, Xiaoyu Huang, Zhen Wu, Angjoo Kanazawa, Pieter Abbeel, Carmelo Sferrazza, Karen Liu, Yan Duan, Guanya Shi
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GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks AI summary
Yen-Ling Tai, Yi-Ru Yang, Kuan-Ting Yu, Yu-Wei Chao, Yi-Ting Chen
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Suction Leap-Hand: Suction Cups on a Multi-Fingered Hand Enable Embodied Dexterity and In-Hand Teleoperation AI summary
Sun Zhaole, Xiaofeng Mao, Jihong Zhu, Yuanlong Zhang, Robert Fisher
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Replicating Painting Strokes: Shape Aware Dynamic Motion Primitives for Robotic Manipulation AI summary
Jelena Vuleti ́c, Pero Drobac, Bruno Mari ́c and Matko Orsag
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GIFT: Geometry-Induced Functional Transfer for Category-Level Object Manipulation AI summary
Cristiana de Farias, Luis Figueredo, Riddhiman Laha, Komlan Jean Maxime Adjigble, Brahim TAMADAZTE, Rustam Stolkin, Sami Haddadin, Naresh Marturi
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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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SVN-ICP: Uncertainty Estimation of ICP-Based LiDAR Odometry Using Stein Variational Newton AI summary
Shiping Ma, Haoming Zhang, Marc Toussaint
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DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting AI summary
Ce Hao, Kelvin Lin, Zhiwei Xue, Siyuan Luo, Harold Soh
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Simulated Annealing for Multi-Robot Ergodic Information Acquisition Using Graph-Based Discretization AI summary
Benjamin Wong, Aaron Weber, Mohamed Safwat, Santosh Devasia, Ashis Banerjee
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Structure-Exploiting Sequential Quadratic Programming for Model-Predictive Control AI summary
Armand Jordana, Sebastien Kleff, Avadesh Meduri, Justin Carpentier, Nicolas Mansard, Ludovic Righetti
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Crowd-FM: Learned Optimal Selection of Conditional Flow Matching-Generated Trajectories for Crowd Navigation AI summary
Antareep Singha, Laksh Nanwani, Mathai Mathew Pulicken, Samkit Jain, Phani Teja Singamaneni, Arun Kumar Singh, Madhava Krishna
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RoboPacker: An Autonomous Robotic Packing System for General Objects AI summary
Zhenyu Wu, Ziwei Wang, Sichao Huang, Zhan Liu, Xiuwei Xu, Haibin Yan, Jiwen Lu
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A Novel Upper Limb Rehabilitation Framework Based on Dual-Arm Robotics for Therapist-Like Traction Training AI summary
Gao Lin, Fei Wang, Shuai Han
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Omnidirectional Solid-State mmWave Radar Perception for UAV Power Line Collision Avoidance AI summary
Nicolaj Malle, Emad Ebeid
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