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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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STATE-NAV: Stability-Aware Traversability Estimation for Bipedal Navigation on Rough Terrain AI summary
Ziwon Yoon, Lawrence Y. Zhu, Jingxi Lu, Lu Gan, Ye Zhao
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SURF-Loco: Mastering Complex Industrial Terrains with 3D Surfel-Based Reinforcement Learning for Legged Robots AI summary
Bailin He, Xiting Zhao, Qiao Sun, Xiaoyi Hu, haojie Liu, Jiangwei Zhong, Wenqiang Zhang
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Inchworm-Inspired Adaptive Multimodal Neural Control for an Autonomous Inspection Robot AI summary
Wasuthorn Ausrivong, Arthicha Srisuchinnawong, Poramate Manoonpong,∗
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Offline Reinforced Finetuning for Chunk-Based VLA Via Real-World RL Policy Distillation with Vision-Guided Copilot AI summary
human efforts.
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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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SonarGAN: A Progressive GAN Framework for Sonar Image Denoising under Multi-Type Noises AI summary
Zhangrui Hu, Yunxuan Feng, Binyu Nie, Lei Yan, Wenjie Lu, Liang Hu
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Harmonising Safety Paradigms: Energy-Aware Control of Active Response and Passive Compliance for Safety-Critical Robotic Tasks AI summary
Xinyuan Zhao, Wenyu Liang, Junyuan Xue, Yan Wu
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Real-Time Linear MPC for Quadrotors on SE(3): An Analytical Koopman-Based Realization AI summary
Santosh Mohan Rajkumar, Chengyu Yang, Yuliang Gu, Sheng Cheng, NAIRA HOVAKIMYAN, Debdipta Goswami
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When Birds Meet Fish: Vision-Force Fusion for Autonomous Underwater Docking in Cross-Domain Avian-Aquatic Collaboration AI summary
Hongchang Liu, Ruiheng Wang, Yongkang Jiang, zhang shenli, Xiangdan Zhao, Xin Xu, Yulong Ding, Feng Lyu, Zhipeng Wang, yanmin Zhou, Bin He
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Coupled Particle Filters for Robust Affordance Estimation AI summary
Patrick Lowin, Vito Mengers, Oliver Brock
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Disturbance-Adaptive Differentiable MPC for Underwater Structure Inspection Using Underwater Robot AI summary
Minjong Kim, Bonchul Ku, Dongsub Kim, Young-woon Song, WOOJIN SEOL, You hyun Jang, Son-Cheol Yu
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HetroD: A High-Fidelity Drone Dataset and Benchmark for Autonomous Driving in Heterogeneous Traffic AI summary
Yu-Hsiang Chen, Wei-Jer Chang, Christian Kotulla, Thomas Keutgens, Steffen Runde, Tobias Moers, Christoph Klas, Wei Zhan, Masayoshi Tomizuka, Yi-Ting Chen
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A Robotic System with Path Planning and Visual Guidance for Teleoperated Left Atrial Appendage Closure AI summary
Angela Peloso, Nadia D'Alessandro, Xiu Zhang, Arianna Menciassi, Elena De Momi
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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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GM3: A General Physical Model for Micro-Mobility Vehicles AI summary
Grace Cai, Nithin Parepally, Laura Zheng, Ming C. Lin
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Learning Semantic Priorities for Autonomous Target Search AI summary
Max Lodel, Nils Wilde, Robert Babuska, Javier Alonso-Mora
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RENet: Fault-Tolerant Motion Control for Quadruped Robots Via Redundant Estimator Networks under Visual Collapse AI summary
Yueqi ZHang, Quancheng Qian, Taixian Hou, Peng Zhai, Xiaoyi Wei, Kangmai Hu, Jiafu Yi, Lihua ZHang
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Region-Selective Synthetic Data Injection for Data-Driven Magnetic Capsule Pose Estimation AI summary
Stevanus Darwin, Ayoung Hong
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Field Calibration of Hyperspectral Cameras for Terrain Inference AI summary
Nathaniel Hanson, Benjamin Pyatski, Sam Hibbard, Gary Lvov, Oscar De La Garza, Charles A DiMarzio, Kristen Dorsey, Taskin Padir
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Triangle-Decomposable Graphs for Isoperimetric Robots AI summary
Nathan Usevitch, Isaac Weaver, James Usevitch
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RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation AI summary
Xiangyu Chen, Chuhao Zhou, Yuxi Liu, Jianfei Yang
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Enhanced Probabilistic Collision Detection for Motion Planning under Sensing Uncertainty AI summary
Xiaoli Wang, Sipu Ruan, Xin Meng, Gregory Chirikjian
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A Dual-Field Framework for Urban Low-Altitude UAV Traffic Planning and Management AI summary
Zhaoqi Dong, Lei Chen
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Development of Remote Center of Motion Mechanism for Biportal Endoscopic Spine Surgery Robot AI summary
Chunwoo Kim, Chaewon Kim, Dong-Eun Choi
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Occlusion-Aware Consistent Model Predictive Control for Robot Navigation in Occluded Obstacle-Dense Environments AI summary
Minzhe Zheng, Lei Zheng, Lei Zhu, Jun Ma
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Uncertainty-Aware Stereo Grasp Point Selection for Deformable Linear Objects AI summary
Cristina Saccani, Alessio Caporali, Gianluca Palli
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ROI-GSurFisher: Next Best View Selection for Active Gaussian Splatting Via Fisher Information of ROI-Selected Gaussian Surfels AI summary
Wei Wang, Wei Ma, Hongliang Zhang, Hongbin Zha
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SEAL: Towards Safe Autonomous Driving Via Skill-Enabled Adversary Learning for Closed-Loop Scenario Generation AI summary
Benjamin Stoler, Ingrid Navarro, Jonathan Francis, Jean Oh
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Baseline Policy Adapting and Abstraction of Shared Autonomy for High-Level Robot Operations AI summary
Ehsan Yousefi, Mo Chen, Inna Sharf
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Bayesian NeRF: Quantifying Uncertainty with Volume Density for Neural Implicit Fields AI summary
Sibaek Lee, Kyeongsu Kang, Seongbo Ha, Hyeonwoo Yu
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GaussianCaR: Gaussian Splatting for Efficient Camera-Radar Fusion AI summary
Santiago Montiel-Marín, Miguel Antunes-García, Fabio Sánchez-García, Angel Llamazares, Holger Caesar, Luis M. Bergasa
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Planning Using Belief Summaries for Goal-Directed Manipulation of Articulated Objects with Force and Proprioception AI summary
Thavishi Illandara, Michael Hagenow, Julie A. Shah
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A Passive Elastic-Folding Mechanism for Stackable Airdrop Sensors AI summary
Damyon Kim, Yuichi Honjo, Tatsuya Iizuka, Naomi Okubo, Naoto Endo, Hiroshi Matsubara, Yoshihiro Kawahara, Naoto Morita, Takuya Sasatani
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Dynamically Extensible and Retractable Robotic Leg Linkages for Multi-Task Execution in Search and Rescue Scenarios AI summary
William Harris, Lucas Yager, Syler Sylvester, Lizzie Peiros, Michael C. Yip
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NavMoE: Hybrid Model and Learning-Based Traversability Estimation for Local Navigation Via Mixture of Experts AI summary
Botao He, Amir Hossein Shahidzadeh, Yu Chen, Jiayi Wu, Tianrui Guan, Guofei Chen, Dinesh Manocha, Howie Choset, Glen Chou, Cornelia Fermüller, Yiannis Aloimonos
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Cooperative Grasping for Collective Object Transport in Constrained Environments AI summary
David Felipe Alvear Goyes, George Turkiyyah, Shinkyu Park
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Learning Collision-Free Object Goal Pushing for Quadruped Robots with Safe Corridors AI summary
Gabriel Lai, Yi Wong, Chung Yui Yeung, Shaohang Xu, Zhi Chen, Chin Pang Ho
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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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Miniature Testbed for Validating Multi-Agent Cooperative Autonomous Driving AI summary
Hyunchul Bae, Eunjae Lee, Jehyeop Han, Minhee Kang, Jaehyeon Kim, Junggeun Seo, Minkyun Noh, Heejin Ahn
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Python Bindings for a Large C++ Robotics Library: The Case of OMPL AI summary
Weihang Guo, Theodoros Tyrovouzis, Lydia Kavraki
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Semantic 3D Skeleton Extraction for Precision Agricultural Robotics : Preliminary Result AI summary
Dayeon Yang, Chanyoung Ju
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DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment AI summary
Wuqi Wang, Haochen Yang, Baolu Li, Jiaqi Sun, Xiangmo Zhao, ZhiGang Xu, Qing Guo, Haigen Min, Tianyun Zhang, Hongkai Yu
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A Novel Soft Gripper Design Integrating a Unilateral Fingernail-Like Mechanism for Grasping Flat Object AI summary
Wanyu MA, Xuyang Ren, Zheng Li
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CLEVER: Stream-Based Active Learning for Robust Semantic Perception from Human Instructions AI summary
Jongseok Lee, Timo Birr, Rudolph Triebel, Tamim Asfour
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Grasping Point Estimation for EA Suction Cup Grippers on Curved Objects AI summary
Angelo Catalano, Simone De Carolis, Gennaro Vitucci, Giuseppe Carbone, Mariagrazia Dotoli, Vito Cacucciolo
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MINT: A Vision-Based Soft Sensor for Mutual Integration of Normal Interaction Force and Texture Perception AI summary
Mohammad Rafiee Javazm, Siddhartha Kapuria, Ozdemir Can Kara, Sonika Kiehler, Rami Hamada, Joga Ivatury, Farshid Alambeigi
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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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ByteWrist: A Parallel Robotic Wrist Enabling Flexible and Anthropomorphic Motion for Confined Spaces AI summary
Jiawen Tian, Jingchao Qiao, Liqun Huang, zhongren cui, Xiao Ma, Jiafeng Xu, Zeyu Ren
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Soft Robotic Delivery of Coiled Anchors for Cardiac Interventions AI summary
Leonardo Zamora Yañez, Jacob Rogatinsky, Dominic Recco, Sang-Yoep Lee, Grace Matthews, Andrew Sabelhaus, David Hoganson, Tommaso Ranzani
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Code Generation and Conic Constraints for Model-Predictive Control on Microcontrollers with Conic-TinyMPC AI summary
Ishaan Mahajan, Khai Nguyen, Samuel Schoedel, Elakhya Nedumaran, Moises Mata, Brian Plancher, Zachary Manchester
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