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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 24 of 57
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Stream-To-Act: ROS 2 Native Token Streaming for Continuous Motion Execution of Vision-Language-Action Models AI summary
Dahyun Kim, Yunseong Jeon, Hongkyun Park, Jong-Chan Kim
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RoboPacker: An Autonomous Robotic Packing System for General Objects AI summary
Zhenyu Wu, Ziwei Wang, Sichao Huang, Zhan Liu, Xiuwei Xu, Haibin Yan, Jiwen Lu
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HumanoidExo: Scalable Whole-Body Humanoid Manipulation Via Wearable Exoskeleton AI summary
Rui Zhong, Yizhe Sun, Junjie Wen, Jinming LI, Chuang Cheng, Wei Dai, Zhiwen Zeng, Yi Xu, Huimin Lu, Yichen Zhu
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Adaptive-Twist Soft Finger Mechanism for Grasping by Wrapping AI summary
Hiroki Ishikawa, Kyosuke Ishibashi, Ko Yamamoto
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Increasing the Stiffness of Tendon-Driven Continuum Robots Via Multi-Constraints AI summary
Bassel Zebian, Thomas Booth, Radhouene Neji, and Christos Bergeles
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PPGuide: Steering Diffusion Policies with Performance Predictive Guidance AI summary
Zixing Wang, Devesh Jha, Ahmed H. Qureshi, Diego Romeres
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Drifting in the Future: Stabilizing Path Following Drifting on High-Latency Vehicle Systems AI summary
Frederik Werner, Till Heintzenberg, Markus lienkamp, Johannes Betz
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How Well do Diffusion Policies Learn Kinematic Constraint Manifolds? AI summary
Lexi Foland, Thomas Cohn, Adam Wei, Nicholas Ezra Pfaff, Boyuan Chen, Russ Tedrake
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Integrating Artificial Vision and Wearable Robotics: Adaptive Assistance Enabled by Manipulation Context Awareness AI summary
Sandro Ferrari, Emanuele Aimi, Francesco Missiroli, Federico Masiero, Maura Casadio, Lorenzo Masia
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AddTraX: Traction Enhancement of Tractors Using Additive Motor-Integrated Driving Wheel Units AI summary
Takuten Izumi, Moe Nanakubo, Koki Honda, Takashi Sasabe, Tomoyoshi Sakano, Kenichi Iwami, Rui Fukui
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A Hierarchical Adaptive Controller with Configurable Joint Torque Constraints for Flexible LIMS Elbow Cable-Driven Mechanism AI summary
Weining Lu, and Chunting Jiao
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GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks AI summary
Yen-Ling Tai, Yi-Ru Yang, Kuan-Ting Yu, Yu-Wei Chao, Yi-Ting Chen
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Design and Experimental Validation of a Controller for Bowden-Cable Actuators Subject to Friction Variation AI summary
and Nathanaël Jarrassé
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DRAW2ACT: Turning Depth-Encoded Trajectories into Robotic Demonstration Videos AI summary
Yang Bai, Liudi Yang, George Eskandar, Fengyi Shen, Mohammad Altillawi, Ziyuan Liu, Gitta Kutyniok
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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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Systematic Design of the Time-Independent and Computable Controller Based on Zero-Division-Avoidable Smoother for a Desired Orbit in Phase Space AI summary
Ken Masuya
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A CAD-Free Vision-Guided Framework for Robotic Deburring of Flexible Shoe Soles AI summary
Alessandra Tafuro, Marco Guarini, Angelo Mineo, Andrea Maria Zanchettin, Paolo Rocco
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PhotoAgent: A Robotic Photographer with Spatial and Aesthetic Understanding AI summary
to achieve one-shot success. (b) highlights three key capabilities.
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Controllable Steering Torque Generation Via Flapping Motion by a Cross-Coupled Two-Degree-Of-Freedom Drive System AI summary
Masaki Hamamoto, Makoto Yamashita, Mika Tanaka, Kei Senda
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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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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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Optimal Design of Integrated Aerial Platforms with Passive Joints AI summary
Yushu Yu, Kaidi Wang, Xin Meng, Jianrui Du, Jiali Sun, Ganghua Lai, Yibo Zhang
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Developing Vision-Language-Action Model from Egocentric Videos AI summary
Tomoya Yoshida, Shuhei Kurita, Taichi Nishimura, Shinsuke Mori
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Mixed-Type Query Selection for Robotic Scientific Data Collection AI summary
Ian C. Rankin, Thane Somers, Alivia M. Eng, Geoffrey A. Hollinger
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Robotic Cell Manipulation at the Solid-Liquid Interface for Cryopreservation AI summary
Aojun Jiang, Han Yang, Haocong Song, Wenyuan Chen, Yu Sun, Zhuoran Zhang
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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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Zero-Shot Sim2Real Transfer for Magnet-Based Tactile Sensor on Insertion Tasks AI summary
Beining Han, Abhishek Joshi, Jia Deng
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Real-Time Velocity Profile Optimization for Time-Optimal Maneuvering with Generic Acceleration Constraints AI summary
Mattia Piazza, Mattia Piccinini, Sebastiano Taddei, Francesco Biral, Enrico Bertolazzi
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GraspGen: A Diffusion-Based Framework for 6-DOF Grasping with On-Generator Training AI summary
Adithyavairavan Murali, Balakumar Sundaralingam, Yu-Wei Chao, Wentao Yuan, Jun Yamada, Mark Carlson, Fabio Ramos, Stan Birchfield, Dieter Fox, Clemens Eppner
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OpenHEART: Opening Heterogeneous Articulated Objects with a Legged Manipulator AI summary
Seonghyeon Lim, Hyeonwoo Lee, Seunghyun Lee, I Made Aswin Nahrendra, Hyun Myung
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Efficient Trajectory-Conditioned Text-to-4D Gaussian Splatting AI summary
Lin Shao, Fan Lu, Haiyun Wei, Sanqing Qu, Alois Knoll, Guang Chen
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NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos AI summary
Hongyu Li, Lingfeng Sun, Yafei Hu, Duy Ta, Jennifer Barry, George Konidaris, Jiahui Fu
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Evolutionary Automatic Guidance Scheme for Magnetic Nanoparticles in High-Flow Vascular Models Using a Uniform Magnetic Force Field AI summary
Boyoung Son, Metin Sitti, Jungwon Yoon
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A Hybrid Optimization Framework for Grasp Synthesis under Partial Observations AI summary
Wenzheng Zhang, Fahira Afzal Maken, Tin Lai, Fabio Ramos
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Fourigami: A 4-Degree-Of-Freedom, Force-Controlled, Origami, Finger Pad Haptic Device AI summary
Crystal Winston, Hojung Choi, Rianna Jitosho, Zhenishbek Zhakypov, Jasmin Elena Palmer, Mark Cutkosky, Allison M. Okamura
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SurfAAV: Design and Implementation of a Novel Multimodal Surfing Aquatic-Aerial Vehicle AI summary
Kun Liu, Junhao Xiao, Hao Lin, Yue Cao, Hui Peng, Kaihong Huang, Huimin Lu
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RoboMatch: A Unified Mobile-Manipulation Teleoperation Platform with Auto-Matching Network Architecture for Long-Horizon Tasks AI summary
Hanyu Liu, Yunsheng Ma, Jiaxin Huang, Keqiang Ren, Jiayi Wen, Yilin Zheng, Haoru Luan, Baishu Wan, Pan Li, Jiejun Hou, Zhihua Wang, Zhigong Song
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Beyond Waypoints: Semantic-Centric Autonomy with Unreliable Maps through Learned Abstractions AI summary
Akila Saravanan, Songyuan Zhang, Travis Manderson, Nicholas Roy, Chuchu Fan
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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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D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models AI summary
Shintaro Nakaoka, Takayuki Kanai, Kazuhito Tanaka
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Reference-Free, Long-Horizon Trajectory Optimization for Aggressive Autonomous Driving in Milliseconds AI summary
Prayag Sharma, Jon Goh, Franck Djeumou
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Differentiable Motion Manifold Primitives for Reactive Motion Generation under Kinodynamic Constraints AI summary
Yonghyeon Lee
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Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation AI summary
Hugo Carlesso, Josiane Mothe, Radu Ionescu
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VOCALoco: Viability-Optimized Cost-Aware Adaptive Locomotion AI summary
Stanley Wu, Mohamad Hosein Danesh, Simon Li, Hanna Yurchyk, Amin Abyaneh, Anas El Houssaini, David Paul Meger, Hsiu-Chin Lin
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Event-Driven MARL for Collaborative Swarm Confrontation in Asynchronous Environments AI summary
Qizhen Wu, Lei Chen, Kexin Liu, Jinhu Lv
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FASIONAD: Adaptive Uncertainty-Gated Fast�Slow Fusion Framework for Safe Autonomous Driving AI summary
Ziang Luo, Sicong Jiang, Kangan Qian, Zilin Huang, Tianze Zhu, Siwen Jiao, Jinyu Miao, Zheng Fu, Yang Zhong, Yunlong Wang, Hao YE, Mengmeng Yang, Kun Jiang, Diange Yang
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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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AugVLA-3D: Depth-Driven Feature Augmentation for Vision-Language-Action Models AI summary
Zhifeng Rao,∗, Wenlong Chen∗, Lei Xie, Xia Hua, Dongfu Yin, Zhen Tian, F. Richard Yu
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ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models AI summary
Minho Park, Kinam Kim, Junha Hyung, Hyojin Jang, Hoiyeong Jin, Jooyeol Yun, Hojoon Lee, Jaegul Choo
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A Semi-Active Occupational Shoulder Exoskeleton for Overhead Work with Free Mode and Personalized Assistive Torque AI summary
Jin Tian, Baichun Wei, Chifu Yang, Haijiao Wang, Feng Jiang, Hong Huang, Xiang Li, Haiqi Zhu, Chunzhi Yi
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