Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2887 result(s) for “Deep Learning in Robotics and Automation” Page 4 of 58
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GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning AI summary
Rui Tang, Guankun Wang, Long Bai, Huxin Gao, Jiewen Lai, Chi Kit Ng, Jiazheng Wang, Fan Zhang, Hongliang Ren
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Depth Completion by Rescaling Monocular Depth Estimates Via Compressed Sensing AI summary
Daoxin Zhong, Jun Li, Yeshas Thadimari, Meng Yee (Michael) Chuah
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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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OCLPlace: Online Continual Learning on LiDAR Streams for Place Recognition AI summary
BinHong Liu, Kaixiao Ye, YangWang Fang, Zhi Yan, Tao Yang
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MS-CRL: Multi-Scale Global Path Planning with Progressive Curriculum Reinforcement Learning AI summary
Nan Zhou, Xuqing Hu, Yixin Zhou, Rui Zhu, Fan Zhou, Ye Li, Guangqiang Yin
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Learning Robust Control Policies for Inverted Pose on Miniature Blimp Robots AI summary
Yuanlin Yang, Lin Hong, Fumin Zhang
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X-Nav: Learning End-To-End Cross-Embodiment Navigation for Mobile Robots AI summary
Haitong Wang, Aaron Hao Tan, Angus Fung, Goldie Nejat
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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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Physics-Constrained Imitation Learning for Autonomous Racing AI summary
Haohan Yang, Haochen Liu, Zhou Yanxin, Shuge Wu, Chen Lv
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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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Precedence-Aware Multi-UAV Task Allocation with an Attention-Based Reinforcement Learning Framework AI summary
Xurui Liu
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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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Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding AI summary
Haodi Liu, Xinhang Yang, Kunda Yan, Sen Cui, Zeyu Zhang, Changshui Zhang
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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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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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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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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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Simple Models, Real Swimming: Digital Twins for Tendon-Driven Underwater Robots AI summary
Mike Yan Michelis, Nana Obayashi, Josie Hughes, Robert Kevin Katzschmann
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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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KISS-IMU: Self-Supervised Inertial Odometry with Motion-Balanced Learning and Uncertainty-Aware Inference AI summary
Jiwon Choi, Hogyun Kim, Geonmo Yang, Juhui Lee, Younggun Cho
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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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Tactile Recognition of Both Shapes and Materials with Automatic Feature Optimization-Enabled Meta Learning AI summary
Hongliang Zhao, Wenhui Yang, Yang Chen, Zhuorui Wang, Baiheng Liu, Longhui Qin
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Cooperative-Competitive Team Play of Real-World Craft Robots AI summary
Rui Zhao, Xihui Li, Yizheng Zhang, Yuzhen Liu, Zhong Zhang, Yufeng Zhang, Cheng Zhou, Zhengyou Zhang, Lei Han
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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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Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control AI summary
Zhen ZHANG, Xiangyu CHU, Yunxi TANG, Lulu ZHAO, Jing HUANG, Zhongliang Jiang, K. W. Samuel Au
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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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DRL-SFM: Learning Social Navigation from Costmaps and Social Forces for Mobile Robots and Intelligent Wheelchairs AI summary
Matthias Kalenberg, Kilian Gerhard Probst, Andreas Gründer, Christopher May, Jonas Walter, Jörg Franke
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Physics-Informed Machine Learning for Efficient Sim-To-Real Data Augmentation in Micro-Object Pose Estimation AI summary
Tan Zongcai, Lan Wei, Dandan Zhang
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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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Privacy-Preserving Robotic Perception for Object Detection in Curious Cloud Robotics AI summary
Michele Antonazzi, Matteo Alberti, Alex Bassot, Matteo Luperto, Nicola Basilico
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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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Learning Flexible Job Shop Scheduling under Limited Buffers and Material Kitting Constraints AI summary
Shishun Zhang, Juzhan Xu, Yidan Fan, Chenyang Zhu, Ruizhen Hu, YONGJUN WANG, Kai Xu
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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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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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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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One-Shot Autofocus Via User-Adaptive Gaze Control for Robot-Assisted Microsurgery AI summary
Yao Guo, Guang-Zhong Yang
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Grasp Independent Indirect Tool Force Estimation using Vision-based Tactile Sensors AI summary
LUCHEN LI, Thomas George Thuruthel
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Neural Predictor for Flight Control with Payload AI summary
Ao Jin, Chenhao Li, Qinyi Wang, Ya Liu, Panfeng Huang, Fan Zhang
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Validation of Space Robotics in Underwater Environments Via Disturbance Robustness Equivalency AI summary
Joris Verhagen, Elias Krantz, Chelsea Sidrane, David Dörner, Nicola De Carli, Pedro Roque, Huina Mao, Gunnar Tibert, Ivan Stenius, Christer Fuglesang, Dimos V. Dimarogonas, Jana Tumova
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RoboPrec: Enabling Reliable Embedded Computing for Robotics by Providing Accuracy Guarantees across Mixed-Precision Datatypes AI summary
Alp Eren Yilmaz, Thomas Bourgeat, Lillian Pentecost, Brian Plancher, Sabrina Neuman
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Agile and Controllable Omnidirectional Fast-Start Maneuvers of Robotic Fish Via Bio-Inspired Reinforcement Learning AI summary
Xu Huang, Xiaozhu Lin, Xiaopei Liu, Yang Wang
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AeroScene: Progressive Scene Synthesis for Aerial Robotics AI summary
Nghia Vu Huu, Tuong Do, Viet-Dzung Tran, Binh Nguyen, Hoan Nguyen, Erman Tjiputra, Quang Tran, Hai-Nguyen (Hann) Nguyen, Anh Nguyen
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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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GenLaM: Generative Layered Mesh for Multi-Modal Sensor Emulation in Robotics AI summary
Aakash Singh Bais, Akash Patel, Christoforos Kanellakis, George Nikolakopoulos
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Safe Robotics Control with Directional Projection Control Barrier Functions Via Differentiable Optimization AI summary
Yan Wei, Jiajie Yao, Xinyi Yu, Linlin Ou
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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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Detection of Jamming and Low Harvesting Height in Automated Cabbage Harvesting AI summary
Masaki Asano, Takanori Fukao
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Quantum Machine Learning and Grover�s Algorithm for Quantum Optimization of Robotic Manipulators AI summary
Hassen Nigatu Sirag, Gaokun Shi, Jituo Li, Jin Wang, GuoDong Lu, Howard Li
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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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