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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1845 result(s) for “Learning from Experience” Page 1 of 37
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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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Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation AI summary
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ExpReS-VLA: Specializing Vision-Language-Action Models through Experience Replay and Retrieval AI summary
Shahram Najam Syed, Yatharth Ahuja, Arthur Jakobsson, Jeffrey Ichnowski
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GSAT: Geometric Traversability Estimation Using Self-Supervised Learning with Anomaly Detection for Diverse Terrains AI summary
Dongjin Cho, Miryeong Park, Juhui Lee, Geonmo Yang, Younggun Cho
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Déjà Vu: Unlocking Transparent Action Reasoning for Object-Goal Navigation Via Large Language Models AI summary
Heming Du, Sen Wang, Li Xue, Yu Xin
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LeGO-MM: Learning Navigation for Goal-Oriented Mobile Manipulation Via Hierarchical Policy Distillation AI summary
Bolei Chen, Liangbai Liu, Shengsheng Yan, Haonan Yang, Ping Zhong, Jianxin Wang
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Event-Driven MARL for Collaborative Swarm Confrontation in Asynchronous Environments AI summary
Qizhen Wu, Lei Chen, Kexin Liu, Jinhu Lv
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Learning Problem Decomposition for Efficient Sequential Multi-Object Manipulation Planning (resubmitted) AI summary
Yan Zhang, Teng Xue, Amirreza Razmjoo, Sylvain Calinon
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A Distributed Gaussian Process Model for Multi-Robot Mapping AI summary
Seth Nabarro, Mark van der Wilk, Andrew J Davison
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Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform AI summary
Joel Siegert, Edoardo Ghignone, Michele Magno
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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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Open-Source Web Lab for Remote and On-Site Robotics Practice in a Realistic Zero-Setup ROS2 Development Environment AI summary
Dāvis Krūmiņ�, Veiko Vunder, Heiki Kasemägi, Alvo Aabloo, Karl Kruusamäe
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TACC: Multi-Agent Reinforcement Learning for Task Allocation with Communication Coordination in UAV Swarms AI summary
Zehao Xiong, Yexun Xi, Yizhe Cao, Chuan Li, Rong Li, Lixian Shen and Jie Li∗
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TeachingBot: Robot Teacher for Human Handwriting AI summary
Zhimin Hou, Cunjun Yu, David Hsu, Haoyong Yu
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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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M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots AI summary
Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto
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Symbolic Manipulation Planning with Discovered Object and Relational Predicates AI summary
Alper Ahmetoglu, Erhan Oztop, Emre Ugur
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PROFusion: Robust and Accurate Dense Reconstruction via Camera Pose Regression and Optimization AI summary
Siyan Dong, Zijun Wang, Lulu Cai, Yi Ma, Yanchao Yang
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Proactive Grasp Assistance in a Robotic Hand Exoskeleton Improves Performance and Preference in Challenging Tasks AI summary
Benjamin Davis, Emily Huynh, Hannah S. Stuart
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Do You Know the Way? Human-In-The-Loop Understanding for Fast Traversability Estimation in Mobile Robotics AI summary
Andre Schreiber, Katherine Driggs-Campbell
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Multi-Keypoint Affordance Representation for Functional Dexterous Grasping AI summary
Kailun Yang, Zhiyong Li, and Yaonan Wang
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PointSFDA: Source-Free Domain Adaptation for Point Cloud Completion AI summary
Xing He, Zhe Zhu, Liangliang Nan, Wenshuo Peng, Honghua Chen, Mingqiang Wei
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Reachable Predictive Control: A Novel Control Algorithm for Nonlinear Systems with Unknown Dynamics and Its Practical Applications AI summary
Taha Shafa, Yiming Meng, Melkior Ornik
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From Language to Action: Can LLM-Based Agents Be Used for Embodied Robot Cognition? AI summary
Shinas Shaji, Fabian Huppertz, Alex Mitrevski, Sebastian Houben
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SUBTA: A Framework for Supported User-Guided Bimanual Teleoperation in Structured Assembly AI summary
Xiao Liu, Prakash Baskaran, Songpo Li, Simon Manschitz, Wei Ma, Dirk Ruiken, Soshi Iba
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A Dual-Channel Framework for Blind Perceptual Quality Assessment in Bilateral Teleoperation AI summary
Zican Wang, Xiao Xu, Zhi Jin, Dong Yang, Eckehard Steinbach
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Efficient Frontier-Sampling-Mixed Autonomous Exploration Using Environmental Complexity AI summary
Liang Lu, Ming Xiang, DONGYANG TANG, Zefeng Yan, Hao Wang, Bin Han
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Development of a Mixed-Control Ankle Assist Device with Sensor-Fusion-Based Phase Recognition for Walking Exercise Promotion AI summary
Chang-Wen Wang, Donglin WANG, Huan WANG, Shuo YAN, Keisuke Osawa, Kei Nakagawa, Eiichiro Tanaka
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The Turkish Ice Cream Robot: Examining Playful Deception in Social Human-Robot Interactions AI summary
Hyeonseong Kim, Roy El-Helou, Seungbeen Lee, Sungjoon Choi, Matthew Pan
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Planning of Robotic High Intensity Focused Ultrasound Ablation Via Predictive Models of Thermal Lesions AI summary
Francesca Parrotta, Iro Papagiannaki, Selene Tognarelli, Alessandro Diodato, Arianna Menciassi
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A Model-Based Framework for Assessing Operator Performance in Navigational Bronchoscopy AI summary
Zhaoxing Deng, David Hanley, Francis Xiatian Zhang, Kev Dhaliwal, Mohsen Khadem
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GGD-SLAM: Monocular 3DGS SLAM Powered by Generalizable Motion Model for Dynamic Environments AI summary
Yi Liu, Haoxuan Xu, Hongbo Duan, Keyu Fan, Zhengyang Zhang, Peiyu Zhuang, Pengting Luo, Houde Liu
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RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion AI summary
Fatih DOGANGUN, Serdar Bahar, Yigit YILDIRIM, Bora Toprak Temir, Emre Ugur, Mustafa Doga Dogan
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Design and Optimization of a Samara-Inspired Lightweight Monocopter for Extended Endurance AI summary
Xinyu Cai, Shangkun Zhong, Tee Meng Tan, Wei Jun Ang, Shaohui Foong
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CAVER: Curious AudioVisual Exploring Robot AI summary
Luca Macesanu, Boueny Folefack, Ruchira Ray, Ben Abbatematteo, Roberto Martín-Martín
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Toward Robust Collaborative Perception under Adverse Weather Conditions Via Dual-Branch Network AI summary
Yuquan Yang, Hui Zhang, ZiYin Zhang, Wenyu Lu, Xiaohua Xu
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Mixed-Initiative Dialog for Human-Robot Collaborative Manipulation AI summary
Albert Yu, Chengshu Li, Luca Macesanu, Arnav Balaji, Ruchira Ray, Raymond Mooney, Roberto Martín-Martín
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Cognition-Inspired Dual-Stream Semantic Enhancement for Vision-Based Dynamic Emotion Modeling AI summary
Huanzhen Wang, Ziheng Zhou, Zeng Tao, Aoxing Li, Yingkai Zhao, Yuxuan Lin, Yan Wang, Wenqiang Zhang
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High-Velocity, Pressure-Driven Eversion for Rapid Vine Robots AI summary
Anna Alvarez, Anders Seawright, Neel Tripathi, Selena Deng, Carlos Cruz, Elliot Wright Hawkes
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Human-Centered Development of Guide Dog Robots: Quiet and Stable Locomotion Control AI summary
Shangqun Yu, Hochul Hwang, Trung Dang, Joydeep Biswas, Nicholas Giudice, Sunghoon Ivan Lee, Donghyun Kim
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FiLM-Nav: Efficient and Generalizable Navigation Via VLM Fine-Tuning AI summary
Naoki Yokoyama, Sehoon Ha
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Fitts' List Revisited: An Empirical Study on Function Allocation in a Two-Agent Physical Human-Robot Collaborative Position/Force Task AI summary
Nicky Mol, J. Micah Prendergast, David A. Abbink, Luka Peternel
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Learning from Demonstrations Over Riemannian Manifolds Using Neural ODEs AI summary
Diana Gerlid Cuervo Espinosa, Mahathi Anand, Angela P. Schoellig
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MTRDrive: Memory-Tool Synergistic Reasoning for Robust Autonomous Driving in Corner Cases AI summary
Ziang Luo, Kangan Qian, Jiahua Wang, Jinyu Miao, Zheng Fu, yuechen luo, Yunlong Wang, Sicong Jiang, Zilin Huang, Yifei HU, Yuhao Yang, Hao YE, Mengmeng Yang, Xiaojian Dong, Kun Jiang, Diange Yang
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Non-Motorized Hand Exoskeleton for Rescue and Beyond: Substantially Elevating Grip Endurance and Strength AI summary
Xianlong Mai, Jian Yang, Lei Li, Bin Zi, Shiwu Zhang, Xinglong Gong, Weihua Li, Guolin Yun, Shuaishuai Sun
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A Unilateral Active Knee Exoskeleton to Assist Individuals with Hemiparesis - a Pilot Study AI summary
and Nicola Vitiello
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Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies AI summary
Mattes Kraus, Jonas Kuckling
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Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning AI summary
Yuxuan Yang, Hussein Sibai
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
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