Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 16 of 58
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Spectral Security Imaging System (SSIS): Optical Authenticity for Hyperspectral Pushbroom Imaging AI summary
Pablo Andres Gomez Toloza, Javier Andres Quiroga Torres, Hans Garcia, Gonzalo Arce, Henry Arguello Fuentes
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Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies AI summary
Mattes Kraus, Jonas Kuckling
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Efficient Plane Segmentation in Depth Image Based on Adaptive Patch-Wise Region Growing AI summary
Lantao Zhang, Haochen Niu, Peilin Liu, Fei Wen, RENDONG YING
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Compact Robotic Gripper with Tandem Actuation for Selective Apple Harvesting AI summary
Alejandro Velasquez-Lopez, Cindy Grimm, Joseph Davidson
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Development of a 7-DOF Position-Orientation Decoupled Microsurgical Robot with Motorized Instruments for Microvascular Anastomosis AI summary
Dunfa Long, Chen Shaoan, Shuai Ao, Zhi-Qiang ZHANG, Chengzhi Hu, Chaoyang Shi
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Simplified 3D Control of Magnetic Objects by a Triple-Coil Static Unit on a Robotic Arm AI summary
Luca Cinus, Jessé De Oliveira Santana Alves, Tamerlan Srymbetov, Marco Ferro, Claudio Pacchierotti, Arianna Menciassi, Veronica Iacovacci
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Real-Time Generation of Near-Minimum-Energy Trajectories Via Constraint-Informed Residual Learning AI summary
Domenico Dona', Giovanni Franzese, Cosimo Della Santina, Paolo Boscariol, Basilio Lenzo
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MoRe-ERL: Learning Motion Residuals Using Episodic Reinforcement Learning AI summary
Xi Huang, Hongyi Zhou, Ge Li, Yucheng Tang, Weiran Liao, Björn Hein, Tamim Asfour, Rudolf Lioutikov
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HybNetic: A Mobile Hybrid Magnetic Actuation System AI summary
Lukas Masjosthusmann, Nicholas Posselli, Sarthak Misra
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Reinforcement Learning for Stair Locomotion of a Wheeled Bipedal Robot with Contact-Guided Behavior Cloning AI summary
Yi Gyeom Kim, Sejik Oh, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
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Field-Superimposed Control Magnetically Driving Nanorobot Swarms with Hybrid Rotating and Gradient Fields AI summary
Chan Li, Zijin Zeng, Wenyan Niu, jingwen ye, Shunxiao Huang, Zaiyang Chen, Hongyan Sun, Yingjian Guo, Lin Feng
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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Design and Control of Modular Magnetic Millirobots for Multimodal Locomotion and Shape Reconfiguration AI summary
Erik Garcia Oyono, Jialin Lin, Dandan Zhang
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TactEx: An Explainable Multimodal Robotic Interaction Framework for Human-Like Touch and Hardness Estimation AI summary
Felix Verstraete, Lan Wei, WEN FAN, Dandan Zhang
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning AI summary
Christian Llanes, Kyle Williams, Spencer Jensen, Samuel Coogan
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CAVER: Curious AudioVisual Exploring Robot AI summary
Luca Macesanu, Boueny Folefack, Ruchira Ray, Ben Abbatematteo, Roberto Martín-Martín
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Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training AI summary
Andy Li, Haoran Li, Aytac Teker, Mariana Hernandez-Rocha, Biruk Gebre, Karen Nolan J., Kishore Pochiraju, Damiano Zanotto
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Innovative Design of Multi-Functional Supernumerary Robotic Limbs with Ellipsoid Workspace Optimization AI summary
Jun Huo, Jian Huang, Jie Zuo, Bo Yang, Zhongzheng Fu, Xi Li, Samer Mohammed
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A Survey on Soft Robot Adaptability: Implementations, Applications, and Prospects AI summary
Zixi Chen, Di Wu, Qinghua Guan, David Hardman, Federico Renda, Josie Hughes, Thomas George Thuruthel, Cosimo Della Santina, Barbara Mazzolai, Huichan Zhao, Cesare Stefanini
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Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
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Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control AI summary
Shiming He, Yuzhe Ding
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WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models AI summary
Rooholla Khorrambakht, Joaquim Ortiz-Haro, Joseph Amigo, Omar Mostafa, Daniel Dugas, Franziska Meier, Ludovic Righetti
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Exploring Haptic Augmentation and Language Design for Smartphone-Based Teleoperation AI summary
Zachary Andrew Christopher Baylis, Ziling Chen, Rolando Bautista Montesano, Yeo Jung Yoon, Thomas Bohné, Slawomir Konrad Tadeja, John Liu
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Development of a Miniaturized 6-DoF Surgical Instrument with a 4-mm Elbow and 3-mm Wrist for Transoral Robotic Surgery AI summary
Cate Balasubramanian, Sunny Zhang, Teng Li, Paul Hoseok Kang, Ali A. Nazari, Thomas Looi, Dale Podolsky
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Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning AI summary
Yuxuan Yang, Hussein Sibai
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Enabling Embodied Human-Robot Co-Learning: Requirements, Method, and Test with Handover Task AI summary
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark Neerincx, David A. Abbink, Luka Peternel
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Learning Behaviours for Decentralised Multi-Robot Collision Avoidance in Constrained Pathways Using Curriculum Reinforcement Learning AI summary
Md Mostafizur Rahman Komol, Brendan Tidd, Will Browne, Frederic Maire, Jason Williams, David Howard
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SoftHand Model-W: A 3D-Printed, Anthropomorphic, Underactuated Robot Hand with Integrated Wrist and Carpal Tunnel AI summary
Dhillon Merritt, Christopher Ford, Haoran Li, Malia Smith, Zhixing Chen, Efi Psomopoulou, Nathan Lepora
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Assistant Placement Aria: A Benchmark for Egocentric Placement Assistance AI summary
Amir Belder, Gonçalo Dias Pais, Refael Vivanyi, Daniel DeTone, Omri Carmi, Ido, Binyamin Gattegno, Oren Shrout, Ayellet Tal
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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IntentionVLA: Generalizable and Efficient Embodied Intention Reasoning for Human�Robot Interaction AI summary
Yandu Chen, Kefan Gu, Yuqing Wen, Yucheng Zhao, Tiancai Wang, Liqiang Nie
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Prior-Constrained Explorative Guidance for Generalization in Diffusion Motion Planning AI summary
Sunhwi Kim, Junsu Kim, Seungjae Baek, Jaechan Shin, Jungeun Lee, Seongjae Lee, Kyungdon Joo, Jeong hwan Jeon
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Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
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Real-Time Online Learning for Model Predictive Control Using a Spatio-Temporal Gaussian Process Approximation AI summary
Lars Bartels, Amon Lahr, Andrea Carron, Melanie N. Zeilinger
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Latent-RAG: Identity Retrieval-Guided Latent Augmentation for Privacy-Preserving Person Re-Identification AI summary
Seung-hyeok Back, Eungi Lee, Hyung-Il Kim, Seok Bong Yoo
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Motion Control and Power Distribution of H-Shaped Multi-Modal Transformable Rotorcraft AI summary
Xuqiao Wang, Da Guo, Changli Zhao, Menghao Duan, Qijun Luo
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OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
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Phase-Aware Policy Learning for Skateboard Riding of Quadruped Robots Via Feature-Wise Linear Modulation AI summary
Minsung Yoon, Jeil Jeong, Sung-eui Yoon
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Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation AI summary
Lucas Bezerra, Ataide Santos, Shinkyu Park
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SoftMimic: Learning Compliant Whole-body Control from Examples AI summary
Gabriel Margolis, Michelle Wang, Nolan Fey, Pulkit Agrawal
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A Modular Residual Learning Framework to Enhance Model-Based Approach for Robust Locomotion AI summary
Min-Gyu Kim, Dongyun Kang, Hajun Kim, Hae-Won Park
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Learning Sidewalk Autopilot from Multi-Scale Imitation with Corrective Behavior Expansion AI summary
Honglin He, Yukai Ma, Brad Squicciarini, Wayne Wu, Bolei Zhou
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CVF-DLO: Cross-Visual-Field Branched Deformable Linear Objects Route Estimation AI summary
Chang Yu, Jianjian Wang, Pingfa Feng, Dingwen Yu, Jianfu Zhang
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SINGER: An Onboard Generalist Vision-Language Navigation Policy for Drones AI summary
Maximilian Adang, JunEn Low, Ola Shorinwa, Mac Schwager
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Quasimetric Decision Transformers: Enhancing Goal-Conditioned Reinforcement Learning with Structured Distance Guidance AI summary
MADHAV GOYANI, Heidar Davoudi, Mehran Ebrahimi
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Task Generalization with Pathwise Conditioning of Gaussian Process for Learning from Demonstration AI summary
Adrian Prados, Gonzalo Espinoza, Alberto Mendez, Ramon Barber
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Push Anything: Single and Multi-Object Pushing from First Sight with Contact-Implicit MPC AI summary
Hien Bui, Yufeiyang Gao, Haoran Yang, Eric Cui, Siddhant Mody, Brian Acosta, Thomas Stephen Felix, Bibit Bianchini, Michael Posa
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