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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 2 of 58
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Depth Completion in Unseen Field Robotics Environments Using Extremely Sparse Depth Measurements AI summary
Marco Job, Thomas Stastny, Eleni Kelasidi, Roland Siegwart, Michael Pantic
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One Prompt, Many Rooms: A Force-Directed Approach to 3D Scene Generation for Robotics Simulation AI summary
Christopher May, Peter Hetzner, Matthias Kalenberg, Ashwin Sajith Nambiar, Jörg Franke, Sebastian Reitelshöfer
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AutoPercep: A Pipeline for Onboard Neighbor Position Estimation Toward Large-Scale Swarm Robotics AI summary
Ruiheng Wu, Simay Atasoy Bingöl, Oliver Deussen, Heiko Hamann, Iain D. Couzin, Andreagiovanni Reina, Liang Li
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DYNAMO: Dependency-Aware Deep Learning Framework for Articulated Assembly Motion Prediction AI summary
Mayank Patel, Rahul Jain, Asim Unmesh, Karthik Ramani
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Memory-Efficient Voxelized Renderable Neural 3D Spatial Representation for Vision-Based Robotics AI summary
Howoong Jun, Seongbo Ha, Jaewon Lee, Hyeonwoo Yu, Songhwai Oh
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From Language to Deployment: Offline Optimization and Ontology-Guided Behavior Tree Generation for Transparent Robot Applications AI summary
Ruichao Wu, Jiwei Pan, Mohamed Youssef, Bjoern Kahl, Werner Kraus, Andrey Morozov
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Detection of Jamming and Low Harvesting Height in Automated Cabbage Harvesting AI summary
Masaki Asano, Takanori Fukao
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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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Language-Guided Dexterous Functional Grasping by LLM Generated Grasp Functionality and Synergy for Humanoid Manipulation AI summary
Caldwell and Fei Chen, Senior
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Semantic 3D Skeleton Extraction for Precision Agricultural Robotics : Preliminary Result AI summary
Dayeon Yang, Chanyoung Ju
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SCU-Hand with Integrated Single-Sheet Valve: A Funnel-Shaped Robotic Hand for Milligram-Scale Powder Handling AI summary
Tomoya Takahashi, Yusaku Nakajima, Cristian Camilo Beltran-Hernandez, Yuki Kuroda, Kazutoshi Tanaka, Masashi Hamaya, Kanta Ono, Yoshitaka Ushiku
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Spatio-Temporal Consistent Semantic Mapping for Robotics Fruit Growth Monitoring AI summary
Cyrill Stachniss
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Goal-VLA: Image-Generative VLMs as Object-Centric World Models Empowering Zero-shot Robot Manipulation AI summary
Haonan Chen, Jingxiang Guo, Bangjun Wang, Tianrui Zhang, Xuchuan Huang, Yiwen Hou, Boren Zheng, Chenrui Tie, Jiajun Deng, Lin Shao
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MineInsight: A Multi-Sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments AI summary
Mario Malizia, Charles Hamesse, Ken Hasselmann, Geert De Cubber, Nikolaos Tsiogkas, Eric Demeester, Rob Haelterman
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TWIST2: Scalable, Portable, and Holistic Humanoid Data Collection System AI summary
Yanjie Ze, Siheng Zhao, Weizhuo Wang, Angjoo Kanazawa, Yan Duan, Pieter Abbeel, Guanya Shi, Jiajun Wu, Karen Liu
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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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Rethinking the Practicality of Vision-Language-Action Model: A Comprehensive Benchmark and an Improved Baseline AI summary
Wenxuan Song, Jiayi Chen, Xiaoquan Sun, Huashuo Lei, Yikai Qin, wei zhao, Pengxiang Ding, Han Zhao, Tongxin Wang, Pengxu Hou, Zhide Zhong, Haodong Yan, Donglin Wang, Jun Ma, Haoang Li
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Multi-View Stereo with Geometric Encoding for Large-Scale Dense Scene Reconstruction AI summary
Guidong YANG, Rui Cao, Junjie Wen, Benyun ZHAO, Qingxiang Li, Xi Chen, Yunhui Liu, Ben M. Chen
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Stereo-Based Vision and Tactile Sensing for Robust Dual-Arm Robotic Connector Assembly AI summary
Michele Mirto, Alessio Caporali, Salvatore Pirozzi, Gianluca Palli
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Aquaculture Robotics: Adaptive Path Planning through Real-Time Estimation of the Shape of Flexible Net Pens AI summary
Herman Biørn Amundsen, Eirini Katsidoniotaki, Martin Føre, Eleni Kelasidi
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Vertical-Plane Locomotion Control of a High-Speed Robotic Tuna Via NMPC AI summary
Ru Tong, Sijie Li, Di Chen, Zhengxing Wu, Junzhi Yu
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Task Correlation and Edge-Cost Estimation for Robotic Task Sequencing Problem in Torus C-Space AI summary
PHAYUTH YONRITH, Ayoung Hong
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AMPLIFY: Actionless Motion Priors for Robot Learning from Videos AI summary
Jeremy Collins, Lorand Cheng, Kunal Aneja, Albert Wilcox, Benjamin Joffe, Animesh Garg
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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OCT-DeformNet: Optical Coherence Tomography-Guided Biological Tissue Shape Prediction for Robot Palpation in Microsurgery AI summary
Guangshen Ma, Tianhao Qin, Jiawei Liu, Mark Draelos
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Placeit! a Framework for Learning Robot Object Placement Skills AI summary
Amina Ferrad, Johann Huber, François Hélénon, Julien Gleyze, Mahdi Khoramshahi, Stéphane Doncieux
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FlowSight: Vision-Based Artificial Lateral Line Sensor for Water Flow Perception AI summary
Tiandong Zhang, Rui Wang, Qiyuan Cao, Shaowei Cui, Gang Zheng, Shuo Wang
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Eventually Optimal and Scalable Multi-Agent Planning for Block Cave Mining AI summary
Christopher Leet, Paolo Forte, Uwe Köckemann, Henrik Andreasson, Sven Koenig
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A MATLAB/Simulink-Based Sim2Real Control Framework for the Unitree G1 Using ROS 2 and MuJoCo AI summary
Leffer Trochez, Nicanor Quijano, Jorge Lopez-Jimenez, Carlos Francisco Rodriguez Herrera
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Automated retinal photocoagulation using instrument-integrated OCT and laser pattern mapping AI summary
Marius Briel, Ludwig Haide, Dongyue Wu, Justus Hornstein, Philipp Matten, Nicola Piccinelli, Gernot Kronreif, Eleonora Tagliabue, Franziska Mathis-Ullrich
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Preference-Conditioned Reinforcement Learning for Space-Time Efficient Online 3D Bin Packing AI summary
Nikita Sarawgi, Omey Mohan Manyar, Fan Wang, Thinh Nguyen, Daniel Seita, Satyandra K. Gupta
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Preventing Robotic Jailbreaking Via Multimodal Domain Adaptation AI summary
Francesco Marchiori, Rohan Sinha, Christopher George Agia, Alexander Robey, George J. Pappas, Mauro Conti, Marco Pavone
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Unreal Robotics Lab: A High-Fidelity Robotics Simulator with Advanced Physics and Rendering AI summary
Jonathan Embley-Riches, Jianwei Liu, Simon Julier, Dimitrios Kanoulas
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A Physiotherapy Video Matching Method Supporting Arbitrary Camera Placement Via Angle-Of-Limb-Based Posture Structures AI summary
Jiunn-Wu Lin, Yao-Sheng Chou, YUN PIN HUANG, Min-Hsiung Hung, Ming-Hung Kao, Jia Ji, Lin-Yi Jiang, Pi Wei Chen, Chao-Chun Chen
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Pack It In: Packing into Partially Filled Containers through Contact AI summary
David Mackenzie Charles Russell, Zisong Xu, Maximo A. Roa, Mehmet R Dogar
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Is Open Robotics Innovation a Threat to International Peace and Security? AI summary
Ludovic Righetti, Vincent Boulanin
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FAR-Dex: Few-Shot Data Augmentation and Adaptive Residual Policy Refinement for Dexterous Manipulation AI summary
Yushan Bai, Fulin Chen, Hongzheng Sun, Yuchuang Tong, En Li, zhengtao zhang
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Learning 6D Object Pose Estimation with Event Cameras Using Synthetic Data and Domain Randomization AI summary
Oussama Abdul Hay, Xiaoqian Huang, Muhammad Ahmed Humais, Abdulla Ayyad, Randa Almadhoun, Yahya Zweiri
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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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Re$^3$Sim: Generating High-Fidelity Simulation Data Via 3D-Photorealistic Real-To-Sim for Robotic Manipulation AI summary
Xiaoshen Han, Junqiu Yu, Minghuan Liu, Yilun Chen, Xiaoyang Lyu, Yang Tian, Bolun Wang, Weinan Zhang, Jiangmiao Pang
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The RoboAtlas: Mapping the Global Robotics Landscape AI summary
Jiacheng Zhang, Shuo Sun, Vicky Charisi, Xinru Wang, chen xinyue, Zhexuan Ma, Alok Prakash, Thomas Malone
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Autonomous Block Assembly for Boom Cranes with Passive Joint Dynamics: Integrated Vision MPC Control AI summary
Gerald Ebmer, Minh Nhat Vu, Tobias Glück, Wolfgang Kemmetmueller
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A Roadmap for Responsible Robotics AI summary
Dejanira Araiza Illan, Kevin Baum, Helen Beebee, Raja Chatila, Sarah Moth-Lund Christensen, Simon Coghlan, Emily Charlotte Collins, Susannah Kate Devitt, Alcino Cunha, Anna Dobrosovestnova, Duijf Hein, Vanessa Evers, Michael Fisher, Nadin Kökciyan, Nico Hochgeschwender, Séverin Lemaignan, Francisco Javier Rodríguez Lera, Sara Ljungblad, Martin Magnusson, Masoumeh Mansouri, Michael J Milford, AJung Moon, Thomas M. Powers, Pericle Salvini, Teresa Scantamburlo, Nick Schuster, Slavkovik Marija, Ufuk Topcu, Daniel Fernando Preciado Vanegas, Andrzej Wasowski, Yi Yang
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Riemannian Time Warping: Multiple Sequence Alignment in Curved Spaces AI summary
Julian Richter, Christopher Andrew Erdös, Christian Scheurer, Jochen J. Steil, Niels Dehio
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Informed Federated Learning to Train a Robotic Arm Inverse Dynamic Model AI summary
Gabriel Jimenez-Perera, Brayan Valencia-Vidal, Niceto R. Luque, Eduardo Ros, Francisco Barranco
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A Lightweight Agentic Multimodal Framework for Scene Understanding in Healthcare Robotics AI summary
Saurav Jha, Stefan K. Ehrlich
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Controllable Motion Generation Via Diffusion Modal Coupling AI summary
Luobin Wang, Hongzhan Yu, Chenning Yu, Sicun Gao, Henrik Iskov Christensen
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Model Reconciliation through Explainability and Collaborative Recovery in Assistive Robotics AI summary
Britt Besch∗,, Tai Mai, Jeremias Thun, Markus Huff,, J ̈orn Vogel, Freek Stulp, Samuel Bustamante
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A Differentiable Distance Metric for Robotics through Generalized Alternating Projection AI summary
Vinicius Mariano Gonçalves, Shiqing Wei, Eduardo Malacarne Soeiro de Souza, Prashanth Krishnamurthy, Anthony Tzes, Farshad Khorrami
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AutoFocus-IL: VLM-Based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotations AI summary
Litian Gong, Fatemeh Bahrani, Yutai Zhou, Amin Banayeeanzade, Jiachen Li, Erdem Bıyık
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