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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 10 of 58
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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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FD-VLA: Force-Distilled Vision-Language-Action Model for Contact-Rich Manipulation AI summary
Ruiteng Zhao, Wenshuo Wang, Yicheng Ma, Xiaocong Li, Francis TAY, Marcelo H Ang Jr, Haiyue Zhu
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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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WiXus: A Wheeled-Legged Robot with Wire-Driven Environmental Utilizing to Integrate Mobility and Manipulation AI summary
Shintaro Inoue, Kento Kawaharazuka, Temma Suzuki, Sota Yuzaki, Kei Okada
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EveryDayVLA: A Vision-Language-Action Model for Affordable Robotic Manipulation AI summary
Samarth Chopra, Alexander McMoil, Benjamin Carnovale, Evan Sokolson, Rajkumar Kubendran, Samuel Dickerson
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RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation AI summary
Yuming Jiang, Siteng Huang, Shengke Xue, Yaxi Zhao, Jun Cen, Sicong Leng, Kehan Li, Jiayan Guo, Kexiang Wang, Mingxiu Chen, Fan Wang, Deli Zhao, Xin Li
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Approximated Collision Detection for Contact-Rich Dexterous Manipulation with Nonnegative Least Squares AI summary
Weibing Li, Jiajun Luo, Lei Yang, Yehui Li, Kai Huang
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Data-Efficient Hierarchical Goal-Conditioned Reinforcement Learning Via Normalizing Flows AI summary
Shaswat Garg, Matin Moezzi, Brandon Da Silva
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Velocity-Based Admittance-Impedance Control with Contact Compliance Modeling for Robust Dual-Arm Manipulation AI summary
Samriddhi Dubey, Yash Kashiv, Shreyas Kumar, Siddhi Jain, Rajesh Kumar, Harish Palanthandalam-Madapusi
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Few-Shot Transfer of Tool-Use Skills Using Human Demonstrations with Proximity and Tactile Sensing AI summary
Marina Y. Aoyama, Sethu Vijayakumar, Tetsuya Narita
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Hybrid Agentic AI-FSM Framework for Instruction-Based Industrial Manipulation Tasks AI summary
Sungmoon Joo, Ikjune Kim
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Multi-Modal Affordance Planner with Temporal-Context Action Policy for Long-Horizon Bimanual Robot Manipulation AI summary
Ji-Heon Oh, Danbi Jung, Ismael Espinoza, Yong-Hyeok Choi, YoungOuk Kim, Dongin Shin, JongSul Moon, Wonha Kim, Tae-Seong Kim
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MAP-VLA: Memory-Augmented Prompting for Vision-Language-Action Model in Robotic Manipulation AI summary
Runhao Li, Wenkai Guo, Zhenyu Wu, Changyuan Wang, Haoyuan Deng, Zhenyu Weng, Yap-Peng Tan, Ziwei Wang
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Structured Diversity Control: A Dual-Level Framework for Group-Aware Multi-Agent Coordination AI summary
Shuocun Yang, Huawen Hu, Xuan Liu, Yincheng Yao, Enze Shi, Shu Zhang
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DAM-VLA: A Dynamic Action Model-Based Vision-Language-Action Framework for Robot Manipulation AI summary
Xiongfeng Peng, Jiaqian Yu, dingzhe li, Yixiang Jin, Lu Xu, Mao Yamin, Chao Zhang, Weiming Li, Sujin Jang, Dongwook Lee, Daehyun Ji
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LeHome: A Simulation Environment for Deformable Object Manipulation in Household Scenarios AI summary
Zeyi Li, Yushi Yang, Shawn Xie, Jingkai Xu, Tianxing Chen, Yuran Wang, Zhenhao Shen, Yan Shen, Yue Chen, Wenjun Li, Yukun Zheng, Chaorui Zhang, SIYI LIN, Fei Teng, Hongjun Yang, Ming Chen, Steve Xie, Ruihai Wu
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BINDER: Instantly Adaptive Mobile Manipulation with Open-Vocabulary Commands AI summary
Seongwon Cho, Daechul Ahn, Donghyun Shin, Hyeonbeom Choi, San Kim, Jonghyun Choi
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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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Sketch2CAD: Generative Adversarial Network for Automated Conversion of Hand-Drawn Sketches to Parametric CAD Models AI summary
Xiaogang Wang, Liu YunCong, Yu Zhang
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SilRef: Joint Visual Silhouette and Tactile Pose Optimization for Transparent Object Manipulation AI summary
Saifeddine Aloui, Mathieu Grossard, Markus Vincze and Andreas Holzinger
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LLM-Guided Task and Affordance-Level Exploration in Reinforcement Learning AI summary
Jelle Douwe Luijkx, RUNYU MA, Zlatan Ajanovic, Jens Kober
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M4Diffuser: Multi-View Diffusion Policy with Manipulability-Aware Control for Robust Mobile Manipulation AI summary
Ju Dong, Lei Zhang, Liding Zhang, Yao Ling, Yu Fu, Kaixin Bai, Zoltan-Csaba Marton, Zhenshan Bing, Zhaopeng Chen, Alois Knoll, Jianwei Zhang
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Global End-Effector Pose Control of an Underactuated Aerial Manipulator via Reinforcement Learning AI summary
Shlok Deshmukh, Javier Alonso-Mora, Sihao Sun
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Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations AI summary
Yasuhiro Kato, Thomas Westfechtel, Jen-Yen Chang, Naoki Morihira, Akinobu Hayashi, Tatsuya Harada, Takayuki Osa
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SDPRLayers: Certifiable Backpropagation through Polynomial Optimization Problems in Robotics AI summary
Connor Holmes, Frederike Dümbgen, Timothy Barfoot
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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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Connectivity-Aware Representations for Constrained Motion Planning Via Multi-Scale Contrastive Learning AI summary
Suhyun Jeon, Yumin Lim, Woo-Jeong Baek, Hyeonseo Kim, Suhan Park, Jaeheung Park
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Scaling Single Human Demonstrations for Imitation Learning Using Generative Foundational Models AI summary
Nick Heppert, Minh Quang Nguyen, Abhinav Valada
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Hybrid Model-Learning Decoupled Control for Tendon-Driven Multi-Segment Continuum Robotic Bronchoscope AI summary
Yawen Deng, Chao Guo, Wenhao He, Gui-Bin Bian
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MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar AI summary
Nael Jaber, Bilal Wehbe, Leif Christensen, Frank Kirchner
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SeFA-Policy: Fast and Accurate Visuomotor Policy Learning with Selective Flow Alignment AI summary
Rong Xue, Jiageng Mao, Mingtong Zhang, Yue Wang
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MonoDuo: Using One Robot Arm to Learn Bimanual Policies AI summary
Sandeep Bajamahal, Lawrence Yunliang Chen, Toru Lin, Zehan Ma, Jitendra Malik, Ken Goldberg
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Manifold-Constrained Hamilton-Jacobi Reachability Learning for Decentralized Multi-Agent Motion Planning AI summary
Qingyi Chen, Ruiqi Ni, Junyoung Kim, Ahmed H. Qureshi
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ActiveUMI: Robotic Manipulation with Active Perception from Robot‑Free Human Demonstrations AI summary
Qiyuan Zeng, Chengmeng Li, Jude St. John, Zhongyi Zhou, Junjie Wen, Yi Xu, Guorui Feng, Yichen Zhu
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Shell-Type Soft Jig for Holding Objects During Disassembly AI summary
Takuya Kiyokawa, Ryunosuke Takebayashi, Kensuke Harada
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A Computationally Efficient Nonparametric Approach for Robot Imitation Learning AI summary
Yijin Wang, Shaokang Wu, Chen Liu, Chuankai Zhang, João Silvério, Yanlong Huang
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Wrench-Feasible Whole-Body Planning Via Time-Layered DAG Optimization for Omnidirectional Aerial Manipulation AI summary
Daum Park, Bohyeong Pak, Sanghyun Kim
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HITTER: A HumanoId Table TEnnis Robot Via Hierarchical Planning and Learning AI summary
Zhi Su, Bike Zhang, Nima Abraham Rahmanian, Yuman Gao, Qiayuan Liao, Caitlin Regan, Koushil Sreenath, Shankar Sastry
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DexCtrl: Sim-To-Real Dexterity with Adaptive Controller Learning AI summary
Shuqi Zhao, Ke Yang, Yuxin Chen, Chenran Li, Yichen Xie, Xiang Zhang, Changhao Wang, Masayoshi Tomizuka
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Subsecond 3D Mesh Generation for Robot Manipulation AI summary
Qian Wang, Omar Abdellall, Tony Gao, Xiatao Sun, Daniel Rakita
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Uni-Skill: Building Self-Evolving Skill Repository for Generalizable Robotic Manipulation AI summary
Senwei Xie, Yuntian Zhang, Ruiping Wang, Xilin Chen
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SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping AI summary
Lingpeng Chen, Jiakun Tang, Pui Yi Chui, Junfeng Wu, Ziyang Hong
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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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Mixed-Initiative Dialog for Human-Robot Collaborative Manipulation AI summary
Albert Yu, Chengshu Li, Luca Macesanu, Arnav Balaji, Ruchira Ray, Raymond Mooney, Roberto Martín-Martín
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Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data AI summary
Tianyu Li, Yihan Li, Zizhe Zhang, Nadia Figueroa
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ManeuverNet: A Soft Actor-Critic Framework for Precise Maneuvering of Double-Ackermann-Steering Robots with Optimized Reward Functions AI summary
Kohio Deflesselle, Mélodie DANIEL, Aly Magassouba, Miguel Aranda, Olivier Ly
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AutoFocus-IL: VLM-Based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotations AI summary
Litian Gong, Fatemeh Bahrani, Yutai Zhou, Amin Banayeeanzade, Jiachen Li, Erdem Bıyık
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Neuro-Robot Interaction in Robot-Assisted Surgery using EEG and Self-Supervised Graph Transformer AI summary
Debashis Das Chakladar, Foteini Simistira Liwicki, Rajkumar Saini
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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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Impact-Robust Posture Optimization for Aerial Manipulation AI summary
Amr Afifi, Ahmad Gazar, Javier Alonso-Mora, Paolo Robuffo Giordano, Antonio Franchi
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