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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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A Single-Stage Spectrum-Domain Network for Trajectory Prediction AI summary
Beihao Xia, Qinmu Peng, Xinge You
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DynaFlow: Dynamics-Embedded Flow Matching for Physically Consistent Motion Generation from State-Only Demonstrations AI summary
Sowoo Lee, Dongyun Kang, Jaehyun Park, Hae-Won Park
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Hydrodynamic Optimization of a Spherical Amphibious Robot's Paddle-Wheel for Effective Water Surface Locomotion AI summary
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LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control AI summary
Saurav Agarwal, Ramya Muthukrishnan, Walker Gosrich, Vijay Kumar, Alejandro Ribeiro
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Parallel Heuristic Search As Inference for Actor-Critic Reinforcement Learning Models AI summary
Hanlan Yang, Itamar Mishani, Luca Pivetti, Zachary Kingston, Maxim Likhachev
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Trajectory Planning for UAV-Based Smart Farming Using Imitation-Based Triple Deep Q-Learning AI summary
Wencan Mao, Quanxi Zhou, Tomás Couso Coddou, Manabu Tsukada, Liu Yunling, Yusheng Ji
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Ultra-Fast Lightweight Incipient Slip Detection Using Hyperdimensional Computing with the PapillArray Tactile Sensor AI summary
Jingtao Zhang, Yi Liu, Yanxun Lu, Stephen J. Redmond, Changhong Wang
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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CrazyMARL: Decentralized Direct Motor Control Policies for Cooperative Aerial Transport of Cable-Suspended Payloads AI summary
Viktor Lorentz, Khaled Wahba, Sayantan Auddy, Marc Toussaint, Wolfgang Hoenig
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DYMO-Hair: Generalizable Volumetric Dynamics Modeling for Robot Hair Manipulation AI summary
Chengyang Zhao, Uksang Yoo, Arkadeep Narayan Chaudhury, Giljoo Nam, Jonathan Francis, Jeffrey Ichnowski, Jean Oh
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Foundational World Models Accurately Detect Bimanual Manipulator Failures AI summary
Isaac Ronald Ward, Michelle Ho, Houjun Liu, Aaron Feldman, Joseph Vincent, Liam Kruse, Sean Cheong, Duncan Eddy, Mykel Kochenderfer, Mac Schwager
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Plan Optimal Collision-Free Trajectories with Non-Convex Cost Functions Using Graphs of Convex Sets AI summary
Landon Clark, Biyun Xie
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FAST-LIEO: Fast and Real-Time LiDAR-Inertial-Event-Visual Odometry AI summary
Zirui Wang, Yangtao Ge, Kewei Dong, I-Ming Chen, Jing Wu
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Learning Dexterous Manipulation Skills from Imperfect Simulations AI summary
Elvis Hsieh, Wen-Han Hsieh, Yen-Jen Wang, Toru Lin, Jitendra Malik, Koushil Sreenath, Haozhi Qi
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Motion-Specific Battery Health Assessment for Quadrotors Using High-Fidelity Battery Models AI summary
Joonhee Kim, Sanghyun Park, Donghyeong Kim, Eunseon Choi, Soohee Han
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Safe and Optimal Variable Impedance Control Via Certified Reinforcement Learning AI summary
Shreyas Kumar, Ravi Prakash
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UM3D: Towards a Unified Multimodal 3D Shape Generation Model AI summary
Xian-Feng Han, Zecheng Zhang, Xuran He, Ming-Jie Wang
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RoboCade: Gamifying Robot Data Collection AI summary
Suvir Mirchandani, Mia Tang, Jiafei Duan, Jubayer Hamid, Chung Yeung Michael Cho, Dorsa Sadigh
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Automated Nerve Suturing Using Dual Arm Nanorobotic System Considering Needle Insertion Depth AI summary
Chao Qin, Yujie Jiang, Xiang Fu, Chengxi Zhong, Song LIU
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Bandwidth-Efficient Multi-Agent Communication through Information Bottleneck and Vector Quantization AI summary
Ahmad Farooq, Kamran Iqbal
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FORM: Fixed-Lag Odometry with Reparative Mapping Utilizing Rotating LiDAR Sensors AI summary
Easton Potokar, Taylor Pool, Daniel McGann, Michael Kaess
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KINESIS: Motion Imitation for Human Musculoskeletal Locomotion AI summary
Merkourios Simos, Alberto Silvio Chiappa, Alexander Mathis
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Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception AI summary
Nhat Le, Daeun Song, Xuesu Xiao
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Zero-Shot Sim2Real Transfer for Magnet-Based Tactile Sensor on Insertion Tasks AI summary
Beining Han, Abhishek Joshi, Jia Deng
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Gaze-Guided Robotic Vascular Ultrasound Leveraging Human Intention Estimation AI summary
Yuan Bi, Yang Su, Nassir Navab, Zhongliang Jiang
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Diffusion Trajectory-Guided Policy for Long-Horizon Robot Manipulation AI summary
shichao Fan, Quantao Yang, yajie liu, Kun Wu, Zhengping Che, qingjie Liu, Min Wan
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Is Pre-Training Applicable to the Decoder for Dense Prediction? AI summary
Chao Ning, Wanshui Gan, Weihao Xuan, Naoto Yokoya
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GarmentPile++: Affordance-Driven Cluttered Garments Retrieval with Vision-Language Reasoning AI summary
Mingleyang Li, Yuran Wang, Yue Chen, Tianxing Chen, Jiaqi Liang, Zishun Shen, Haoran Lu, Ruihai Wu, Hao Dong
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Real-Time BEVFormer: Fast Transformer-Based BEV Perception Network on Edge Device AI summary
Juyoung Yang, Seoha Baek, Eunbin Seo, Wonseok Jeon, Doyeon Kim, Jongsun Kim, Heeyeon Nah
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Distribution Estimation for Global Data Association Via Approximate Bayesian Inference AI summary
Yixuan Jia, Mason B. Peterson, Qingyuan Li, Yulun Tian, Jonathan How
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Multi-Modal Manipulation Via Multi-Modal Policy Consensus AI summary
Haonan Chen, Jiaming Xu, Hongyu Chen, Kaiwen Hong, Binghao Huang, Chaoqi Liu, Jiayuan Mao, Yunzhu Li, Yilun Du, Katherine Driggs-Campbell
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Turning Disturbances into Actuation: Hierarchical Environment-Assisted MPC for USV Fault Recovery AI summary
Yang Hu, Sara Aldhaheri, Yanchao Wang, Peng Wu, Yuanchang Liu
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HIPPo: Harnessing Image-To-3D Priors for Model-Free Zero-Shot 6D Pose Estimation AI summary
Yibo Liu, Zhaodong Jiang, Binbin Xu, Guile Wu, Yuan Ren, Tongtong Cao, Bingbing Liu, Rui Heng Yang, Amir Rasouli, Jinjun Shan
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Soft Vortex Gripper for Dexterous Manipulation Using Hand-Like Robots AI summary
Luis Sentis, Senior and Ann Majewicz Fey, Senior
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Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model AI summary
Lawrence Chen, Peter Schaldenbrand, Tanmay Shankar, Lia Coleman, Jean Oh
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Trailer-aware End-to-end Autonomous Driving for Tractor-Trailers with Deep Reinforcement Learning AI summary
Congfei Li, Yang Li, Peigen Liu, Rongqi Gu, Zuolei Sun, Yuxiang Sun
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Twisted String Actuation Module for Compact Robotic Finger with Extended Stroke, Reduced Hysteresis, and Bidirectional Operation AI summary
Chunghyeon Lee, Bhivraj Suthar, Seokhwan Jeong
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Collaborative Exploration with a Marsupial Ground-Aerial Robot Team through Task-Driven Map Compression AI summary
Angelos Zacharia, Mihir Rahul Dharmadhikari, Kostas Alexis
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Contact-Robust Trajectory Planning Via Parametric Sensitivity Analysis for Hybrid Robotic Systems AI summary
Tommaso Belvedere, James Zhu, Marco Cognetti, Paolo Robuffo Giordano
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Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt AI summary
Xiang Zhu, Yichen Liu, Hezhong Li, Jianyu Chen
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Multi-Task Visual Perception with Temporal Feature Fusion for Autonomous Driving AI summary
Huei-Yung Lin, Shih-Han Wei
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PG-Match: A Pose-Guided Generalizable Framework for Semi-Dense Feature Matching AI summary
Jiayi Pei, Peili Song, Chenyang Zhao, Lei Sun, Jingtai Liu
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PPF: Pre-Training and Preservative Fine-Tuning of Humanoid Locomotion Via Model-Assumption-Based Regularization AI summary
Hyunyoung Jung, Zhaoyuan Gu, Ye Zhao, Hae-Won Park, Sehoon Ha
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Programmable Assembly and Cooperative Manipulation of Heterogeneous Microspheres Via Optoelectronic Tweezers AI summary
Wenyan Niu, Ao Wang, Shunxiao Huang, jingwen ye, Zaiyang Chen, Chan Li, Hongyan Sun, Zijin Zeng, Yingjian Guo, Lin Feng
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Reactive Whole-Body Control of Mobile Manipulators for Dynamic Target Tracking Via Adaptive-Predictive Visual Servoing AI summary
Andrea Monguzzi, Giuseppe Alfonso, Navvab Kashiri
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SFCo-Nav: Efficient Zero-Shot Visual Language Navigation Via Collaboration of Slow LLM and Fast Attributed Graph Alignment AI summary
Chaoran Xiong, Litao Wei, Xinhao Hu, Kehui Ma, Ziyi Xia, Zixin Jiang, Zhen Sun, Ling Pei
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Environment-Driven Online LiDAR-Camera Extrinsic Calibration AI summary
Zhiwei Huang, Jiaqi Li, Hongbo Zhao, Ping Zhong, Xiao Ma, Xiao-Hu Zhou, Wei Ye, Rui Fan
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ILeSiA: Interactive Learning of Robot Situational Awareness from Camera Input AI summary
Petr Vanc, Giovanni Franzese, Jan Kristof Behrens, Cosimo Della Santina, Karla Stepanova, Jens Kober, Robert Babuska
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LACY: A Vision-Language Model-Based Language-Action Cycle for Self-Improving Robotic Manipulation AI summary
Youngjin Hong, Houjian Yu, Mingen Li, Changhyun Choi
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Spatially-Anchored Tactile Awareness for Robust Dexterous Manipulation AI summary
Jialei Huang, Yang Ye, Yuanqing Gong, Xuezhou Zhu, Yang Gao, Kaifeng Zhang
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