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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2884 result(s) for “Big Data in Robotics and Automation” Page 9 of 58
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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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A Computationally Efficient Nonparametric Approach for Robot Imitation Learning AI summary
Yijin Wang, Shaokang Wu, Chen Liu, Chuankai Zhang, João Silvério, Yanlong Huang
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Model-Based Engineering Framework for Soft Continuum Robots AI summary
Linus Witucki, Jan Eike Rösler, Mike Barth
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Efficient Learning of Object Placement with Intra-Category Transfer AI summary
Adrian Röfer, Russell Buchanan, Maximilian Argus, Sethu Vijayakumar, Abhinav Valada
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GATO: GPU-Accelerated and Batched Trajectory Optimization for Scalable Edge Model Predictive Control AI summary
Alexander Du, Emre Adabag, Gabriel Bravo-Palacios, Brian Plancher
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Reward-Free Continual Adaptation for Resilient Space Robots AI summary
Andrej Orsula, Miguel A. Olivares-Mendez, Carol Martinez
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Bio-Inspired Tail Oscillation Enables Fast Crawling on Deformable Granular Terrains AI summary
Shipeng Liu, Meghana Sagare, Shubham Patil, Feifei Qian
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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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Synthetic vs. Real Training Data for Visual Navigation AI summary
Lauri Aleksanteri Suomela, Sasanka Kuruppu Arachchige, German F. Torres, Harry Edelman, Joni-Kristian Kamarainen
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Data-Driven Anomaly Detection in Robots Using Matrix Chernoff Bounds AI summary
Richa Dubey, Niladri Sekhar Tripathy, Suril Vijaykumar Shah
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Imitation-BT: Automating Behavior Tree Generation by Echoing Reinforcement Learning Agents AI summary
Shailendra Sekhar Bathula, Ramviyas Parasuraman
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Perfectly Undetectable Reflection and Scaling False Data Injection Attacks Via Affine Transformation on Mobile Robot Trajectory Tracking Control AI summary
Jun Ueda, Hyukbin Kwon
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SymSkill: Symbol and Skill Co-Invention for Data-Efficient and Reactive Long-Horizon Manipulation AI summary
Yifei Shao, Yuchen Zheng, Sunan Sun, Pratik Chaudhari, Vijay Kumar, Nadia Figueroa
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Terrain-Aware Probabilistic Search Planning for Unmanned Aerial Vehicles AI summary
Nathan Schomer, Julie Adams
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CaLoRA-Stereo: Robust Stereo Endoscopic Depth Estimation Network Via Camera-Aware LoRA and Dual-View Geometry AI summary
Shixing Ma, Shuwei Shao, Zhaoxi Lin, xinzhe Du, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
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LRDDv3: High-Resolution Long-Range Drone Detection Dataset with Range Information and Thermal Data AI summary
Knut Peterson, Zaid Mayers, Md Azmain Yousuf, Priontu Chowdhury, Solmaz Arezoomandan, Asher Julius Zaczepinski, Reihaneh Maarefdoust, David Han
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Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin AI summary
Oluwatimilehin Tijani, Zhuo Chen, Jiankang Deng, SHAN LUO
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Swarm-ReID: Decentralized Self-Adaptive Gallery Construction for Multi-Robot Open-World Person Re-Identification AI summary
Marios Kaplanis, Miquel Kegeleirs, Lorenzo Garattoni, Mauro Birattari, Gianpiero Francesca
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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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A Parametric Wave-Structured 3-DoF Compliant Joint with Tunable Stiffness AI summary
Anjum Saeed, Mihai Dragusanu, Monica Malvezzi, Domenico Prattichizzo, Gionata Salvietti
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Multi-Modal Sensing in Colonoscopy: A Data-Driven Approach AI summary
Viola Del Bono, Emma Capaldi, Anushka Kelshiker, Ayhan Aktas, Hiroyuki Aihara, Sheila Russo
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EDAIL: Adversarial Imitation Learning Via Exploration-Driven Data Augmentation AI summary
Pengcheng Li, qiang fang, Xin Xu
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Simultaneous Deep Model-Based Reinforcement Learning and State Inference under Partial Observability AI summary
William Cong, Josiah Hanna
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PhotoAgent: A Robotic Photographer with Spatial and Aesthetic Understanding AI summary
to achieve one-shot success. (b) highlights three key capabilities.
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DRUM: Diffusion-Based Raydrop-Aware Unpaired Mapping for Sim2Real LiDAR Segmentation AI summary
Tomoya Miyawaki, Kazuto Nakashima, Yumi Iwashita, Ryo Kurazume
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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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SHOPPER: Practical Insights on Grasp Strategies for Mobile Manipulation in the Wild AI summary
Isabella Huang, Richard Cheng, Sangwoon Kim, Daniel Kruse, Carolyn Chen, Lukas Kaul, JC Anne Hancock, Shanmuga Perumal Harikumar, Mark Tjersland, James Borders, Daniel Helmick
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Event-based Motion & Appearance Fusion for 6D Object Pose Tracking AI summary
Zhichao Li, Chiara Bartolozzi, Lorenzo Natale, Arren Glover
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Mixed-Type Query Selection for Robotic Scientific Data Collection AI summary
Ian C. Rankin, Thane Somers, Alivia M. Eng, Geoffrey A. Hollinger
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Proprioceptive Image: An Image Representation of Proprioceptive Data from Quadruped Robots for Contact Estimation Learning AI summary
Gabriel Fischer Abati, João Carlos Virgolino Soares, Giulio Turrisi, Victor Barasuol, Claudio Semini
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TinyVPR: Distilling Correct and Confusing Knowledge for Lightweight Visual Place Recognition AI summary
Zhuochen Yang, Runheng Zuo, Xu Yang, Runjiang Dou, Zhe Wang, Liyuan Liu, Shuangming Yu
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LLM Trainer: Automated Robotic Data Generating Via Demonstration Augmentation Using LLMs AI summary
Abraham George, Amir Barati Farimani
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User-Centric Object Navigation: A Benchmark with Integrated User Habits for Personalized Embodied Object Search AI summary
Hongcheng Wang, Jinyu Zhu, Hao Dong
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EES: A Data-Driven End-To-End Escorting System Via Spatiotemporal Feature Fusion AI summary
Youjin Yu, Junxiang Li, Bowen Li, Tao Wu, Huijing Zhao
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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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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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GraspClutter6D: A Large-Scale Real-World Dataset for Robust Perception and Grasping in Cluttered Scenes AI summary
Seunghyeok Back, Joosoon Lee, Kangmin Kim, Heeseon Rho, Geonhyup Lee, Raeyoung Kang, Sangbeom Lee, Sangjun Noh, Youngjin Lee, Taeyeop Lee, Kyoobin Lee
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Reinforcement Learning for Robust Athletic Intelligence: Lessons from the 2nd �AI Olympics with RealAIGym� Competition AI summary
Felix Wiebe, Niccolò Turcato, Alberto Dalla Libera, Jean Seong Bjorn Choe, Bumkyu Choi, Tim Faust, Habib Maraqten, Erfan Aghadavoodi Jolfaei, Marco Calì, Alberto Sinigaglia, Giulio Giacomuzzo, Ruggero Carli, Diego Romeres, Jong-kook Kim, Gian Antonio Susto, Shubham Vyas, Dennis Mronga, Boris Belousov, Jan Peters, Frank Kirchner, Shivesh Kumar
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Efficient 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning AI summary
Athanasios Bacharis, Konstantinos Polyzos, Henry J. Nelson, Georgios B. Giannakis, Nikos Papanikolopoulos
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MACE: Mixture-Of-Experts Accelerated Coordinate Encoding for Large-Scale Scene Localization and Rendering AI summary
Shengyu Gu, Ruicong Ye, Wanli Qiu, Handong Yao, Ruopeng Zhang, Xianliang Huang,∗
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Touch2Insert: Zero-Shot Peg Insertion by Touching Intersections of Peg and Hole AI summary
Masaru Yajima, Yuma Shin, Rei Kawakami, Asako Kanezaki, Kei Ota
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Caspar: CUDA Accelerator for Symbolic Programming with Adaptive Reordering AI summary
Emil Martens, Aaron Miller, Matias Varnum, Annette Stahl
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ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-Centric Semantic Fusion AI summary
Mingjie Zhang, Yuheng Du, Chengkai Wu, Jinni ZHOU, Zhenchao Qi, Jun Ma, Boyu Zhou
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Video-To-BT: Generating Reactive Behavior Trees from Human Demonstration Videos for Robotic Assembly AI summary
Xiwei Zhao, Yiwei Wang, Yansong Wu, Fan Wu, Teng Sun, Zhonghua Miao, Sami Haddadin, Alois Knoll
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Enhancing Pose Estimation Stability and Accuracy for Fiducial Markers Using Transparent Cylinders AI summary
Hideyuki Tanaka and Kunihiro Ogata
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OmniDexGrasp: Generalizable Dexterous Grasping Via Foundation Model and Force Feedback AI summary
Yi-Lin Wei, Zhexi Luo, Yuhao Lin, Mu Lin, Zhizhao Liang, Shuoyu Chen, Wei-Shi Zheng
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Beyond Frame-Wise Tracking: A Trajectory-Based Paradigm for Efficient Point Cloud Tracking AI summary
BaiChen Fan, Yuanxi Cui, Jian Li, Qin Wang, Shibo Zhao, Muqing Cao, Sifan Zhou
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Touch with Insight: Physics-Aware Data-Driven Learning for EIT-Based Tactile Sensing AI summary
Kiyanoush Nazari, Yunqi Huang, David Hardman, Fumiya Iida, Thomas George Thuruthel
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Physically-Grounded Data Generation Via Video Diffusion Models AI summary
Sriram Yenamandra, Dorsa Sadigh
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DINO-VO: A Feature-Based Visual Odometry Leveraging a Visual Foundation Model AI summary
Maulana Bisyir Azhari, David Hyunchul Shim
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