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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 26 of 57
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Design of a Novel Loosely Coupled Parallel Structural Upper Body Exoskeleton AI summary
Xinhui Tian, Xin Zhou, Bin Xie
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Background Fades, Foreground Leads: Curriculum-Guided Background Pruning for Efficient Foreground-Centric Collaborative Perception AI summary
Yuheng Wu, Xiangbo Gao, Quang Tau, Zhengzhong Tu, Dongman Lee
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See, Plan, Cut: MPC-Based Autonomous Volumetric Robotic Laser Surgery with OCT Guidance AI summary
Ravi Prakash, Vincent Wang, Arpit Mishra, Devi Yuliarti, Pei Zhong, Ryan McNabb, Patrick Codd, Leila Bridgeman
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Distributional Treatment of Real2Sim2Real for Object-Centric Agent Adaptation in Vision-Driven DLO Manipulation AI summary
Georgios Kamaras, Subramanian Ramamoorthy
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TWISTED-RL: Hierarchical Skilled Agents for Knot-Tying without Human Demonstrations AI summary
Guy Freund, Tom Jurgenson, Matan Sudry, Erez Karpas
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Segment-to-Act: Label-Noise-Robust Action-Prompted Video Segmentation Towards Embodied Intelligence AI summary
Wenxin Li, Kunyu Peng, Di Wen, Ruiping LIU, Mengfei Duan, Kai Luo, Kailun Yang
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PROFusion: Robust and Accurate Dense Reconstruction via Camera Pose Regression and Optimization AI summary
Siyan Dong, Zijun Wang, Lulu Cai, Yi Ma, Yanchao Yang
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Galaxy Open-World Dataset and G0 Dual-System VLA Model AI summary
TAO JIANG, Tianyuan Yuan, Yicheng Liu, Chenhao Lu, Jianning Cui, Xiao Liu, Shuiqi Cheng, Jiyang Gao, Huazhe Xu, Hang Zhao
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TacUMI: A Multi-Modal Universal Manipulation Interface for Contact-Rich Tasks AI summary
Tailai Cheng, Kejia Chen, Lingyun Chen, Liding Zhang, Yue Zhang, Yao Ling, Mahdi Hamad, Zhenshan Bing, Fan Wu, Karan Sharma, Alois Knoll
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In-The-Wild Compliant Manipulation with UMI-FT AI summary
Hojung Choi, Yifan Hou, Chuer Pan, Seongheon Hong, Austin Patel, Xiaomeng Xu, Mark Cutkosky, Shuran Song
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Pose Retargeting from a Single RGB Camera: Optimization-Based Hand Pose Retargeting and Wrist Pose Estimation AI summary
Longrui Chen, Lipeng Chen, Kunpeng Yao, Mehmet R Dogar
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RoboSQ: Semantic Queries for Task-Aligned Robot Training Data AI summary
Kaiyuan Chen, Shuangyu Xie, Kush Hari, Andrew Goldberg, Kavish Kondap, Ken Goldberg
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GeoGS-SLAM: Online Monocular Reconstruction Using Gaussian Splatting with Geometric Priors AI summary
Ruilan Gao, Letian Jin, Yu Zhang
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PushingBots: Collaborative Pushing Via Neural Accelerated Combinatorial Hybrid Optimization AI summary
Zili Tang, Ying Zhang, Meng Guo
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PerceptTwin: Semantic Scene Reconstruction for Iterative LLM Planning and Verification AI summary
Charlie Gauthier, Sacha Morin, Liam Paull
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From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-Of-Life Products AI summary
Jan Baumgärtner, Malte Hansjosten, David Hald, Adrian Hauptmannl, Alexander Puchta, Jürgen Fleischer
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MARG: MAstering Risky Gap Terrains for Legged Robots with Elevation Mapping AI summary
YINZHAO DONG, Ji Ma, Liu Zhao, Wanyue Li, Peng Lu
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EMPERROR: A Flexible Generative Perception Error Model for Probing Self-Driving Planners AI summary
Niklas Hanselmann, Simon Doll, Marius Cordts, Hendrik Peter Asmus Lensch, Andreas Geiger
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Formal Safety Verification and Refinement for Generative Motion Planners Via Certified Local Stabilization AI summary
Devesh Nath, Haoran Yin, Glen Chou
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Anticipatory Task and Motion Planning: Improved Rearrangement in Persistent Continuous-Space Environments AI summary
Roshan Dhakal, Duc Nguyen, Tom Silver, Xuesu Xiao, Gregory Stein
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GRU-Based Kalman Filtering for 3D Multi-Object Tracking AI summary
Zikang Yuan,, Xiaoxiang Wang, Jiaxin Liu, Miaojie Feng, Zhaoxing Zhang and Xin YangB
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Hallucinating 360°: Panoramic Street-View Generation Via Local Scenes Diffusion and Probabilistic Prompting AI summary
Fei Teng, Kai Luo, Sheng Wu, Siyu Li, PuJun Guo, Jiale Wei, Jiaming Zhang, Kunyu Peng, Kailun Yang
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ConsistencyPlanner: Real-Time Planning with Fast-Sampling Consistency Models AI summary
Qichao Zhang, Xing Fang, Jiaqi Fang, Zhenwen Cai, Jie Ling, Qiankun Yu, Dongbin Zhao
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UMI-On-Air: Embodiment-Aware Guidance for Embodiment-Agnostic Visuomotor Policies AI summary
Harsh Gupta, Xiaofeng Guo, Huy Ha, Chuer Pan, Muqing Cao, Dongjae Lee, Sebastian Scherer, Shuran Song, Guanya Shi
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Floating-Base Deep Lagrangian Networks AI summary
Lucas Schulze, Juliano Negri, Victor Barasuol, Vivian Suzano Medeiros, Marcelo Becker, Jan Peters, Oleg Arenz
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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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Customize Harmonic Potential Fields Via Hybrid Optimization Over Homotopic Paths AI summary
Shuaikang Wang, Tiecheng Guo, Meng Guo
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Whole-Body Integrated Motion Planning for Aerial Manipulators AI summary
Weiliang Deng, Hongming Chen, Biyu Ye, Haoran Chen, Ziliang Li, Ximin Lyu
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Direct In-Petri Dish Liquid Droplet Manipulation Based on Microscope and Ultrasonic Phased Transducer Array AI summary
Huamin Li, Song LIU
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GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-Training in Autonomous Driving AI summary
Shaoqing Xu, Fang LI, Shengyin Jiang, Ziying Song, Zhi-Xin Yang
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Planar-Sector LOS Guidance for Interception of Agile Targets with Lifting-Wing Quadcopters AI summary
Linkai Liu, Kun Yang, Han Zou, Chen Min, Shuli Lv, Shuai Wang, Quan Quan
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Enhancing Exploration with Diffusion Policies in Hybrid Off-Policy RL: Application to Non-Prehensile Manipulation AI summary
Huy Le, Tai Hoang, Miroslav Gabriel, Gerhard Neumann, Ngo Anh Vien
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Visual-Auditory Extrinsic Contact Estimation AI summary
Xili Yi, Jayjun Lee, Nima Fazeli
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INSIGHT: INference-Time Sequence Introspection for Generating Help Triggers in Vision-Language-Action Models AI summary
Ulas Berk Karli, Ziyao Shangguan, Tesca Fitzgerald
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Long-Term Human Motion Prediction Using Spatio-Temporal Maps of Dynamics AI summary
Yufei Zhu, Andrey Rudenko, Tomasz Piotr Kucner, Achim J. Lilienthal, Martin Magnusson
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A Precise Real-Time Force-Aware Grasping System for Robust Aerial Manipulation AI summary
Kenghou Hoi, Yuze Wu, Annan Ding, Junjie Wang, Anke Zhao, Jialiang Hou, Chengqian Zhang, Fei Gao
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Dynamically Feasible Trajectory Generation with Optimization-Embedded Networks for Autonomous Flight AI summary
Zhichao Han, Long Xu, Liuao Pei, Fei Gao
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Self-Supervised Underwater Monocular Depth Estimation Informed by Multi-Physics Processes AI summary
Fengqi Xiao, Juntian Qu
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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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PSALM-V: Automating Symbolic Planning in Interactive Visual Environments with Large Language Models AI summary
Wang Bill Zhu, Miaosen Chai, Ishika Singh, Robin Jia, Jesse Thomason
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Anatomical Prior-Driven Framework for Autonomous Robotic Cardiac Ultrasound Standard View Acquisition AI summary
Zhiyan Cao, Zhengxi Wu, Yiwei Wang, Pei-Hsuan Lin, Li Zhang, ZHEN XIE, Huan Zhao, Han Ding
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Conflict-Based Search As a Protocol: A Multi-Agent Motion Planning Protocol for Heterogeneous Agents, Solvers, and Independent Tasks AI summary
Rishi Veerapaneni, Ho Kwan Alvin Tang, Yidai Cen, Haodong He, Sophia Zhao, Viraj Shah, Ziteng Ji, Gabriel Olin, Jon Arrizabalaga, Yorai Shaoul, Jiaoyang Li, Maxim Likhachev
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OmniVLA: Physically-Grounded Multimodal VLA with Unified Multi-Sensor Perception for Robotic Manipulation AI summary
Heyu Guo, Shanmu Wang, Ruichun Ma, Shiqi Jiang, Yasaman Ghasempour, Omid Abari, Baining Guo, Lili Qiu
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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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Context-Triggered Contingency Games for Strategic Multi-Agent Interaction AI summary
Kilian Schweppe, Anne-Kathrin Schmuck
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos AI summary
Hao Zheng, Jinyi Huang, Tiantian Zheng, Xun Xu, Tuka Alhanai
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Task Planning for Robotic Disinfection Using Generative-Adversary-Trimodel (GAT) AI summary
Jiajie Ye, Yongji Sheng, Tianyu Liu, Ning Xi
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VLM-SFD: VLM-Assisted Siamese Flow Diffusion Framework for Dual-Arm Cooperative Manipulation AI summary
Jiaming Chen, Yiyu Jiang, Aoshen Huang, Yang Li, Wei Pan
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MemClaw-RAG: Memory-Driven Navigation and Adaptive Locomotion for Wheeled-Legged Robots in Dynamic Environments AI summary
Mingyi Li, Shubo Zhang, Chunle Gao, Kaixin Yang, Ying Li
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