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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2892 result(s) for “and Learning for Soft Robots” Page 3 of 58
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Variable Stiffness Soft Robotic Arm with Positive-Pressure Layer Jamming for Enhanced Load Capacity AI summary
Zekai Wu,,Xin Fu,,Daohui Zhang and Xingang Zhao
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Towards Learning Boulder Excavation with Hydraulic Excavators AI summary
Jonas Gruetter, Lorenzo Terenzi, Pascal Arturo Egli, Marco Hutter
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Flexible and Foldable: Workspace Analysis and Object Manipulation Using a Soft, Interconnected, Origami-Inspired Actuator Array AI summary
Bailey Dacre, Rodrigo Moreno, Serhat Demirtas, Ziqiao Wang, Yuhao Jiang, Jamie Paik, Kasper Stoy, Andres Faiña
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Estimating Deformable-Rigid Contact Interactions for a Deformable Tool Via Learning and Model-Based Optimization AI summary
Mark Van der Merwe, Miquel Oller, Dmitry Berenson, Nima Fazeli
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Jamming Metal Sheets Using Electropermanent Magnets for Stiffness Modulation AI summary
Leah T. Gaeta, Vi Vo, Sang-Yoep Lee, Srushti Raste, Megha Venkatesam, Jacob Rogatinsky, Deniz Albayrak, Tommaso Ranzani
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A Stable Model Reference Adaptive Controller Developed for a Prosthetic Hand Wrist AI summary
Shifa Sulaiman, Paolino De Risi, Francesco Schetter, Fanny Ficuciello
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RAMBO: RL-Augmented Model-Based Whole-Body Control for Loco-Manipulation AI summary
Jin Cheng, Dongho Kang, Gabriele Fadini, Guanya Shi, Stelian Coros
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Bio-Inspired Rolling-Disk Continuum Robot: Logarithmic Spiral and Constant Curvature Design with Contraction Capabilities AI summary
Md Modassir Firdaus, Vikranth Mallru, Harsh Malodia, Madhu Vadali
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Multi-Modal Sensing in Colonoscopy: A Data-Driven Approach AI summary
Viola Del Bono, Emma Capaldi, Anushka Kelshiker, Ayhan Aktas, Hiroyuki Aihara, Sheila Russo
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Controlling Deformable Objects with Non-Negligible Dynamics: A Shape-Regulation Approach to End-Point Positioning AI summary
Sebastien Tiburzio, Tomás Coleman, Daniel Feliu, Cosimo Della Santina
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OcTac: An Octopus Sucker-Inspired Vision-Based Tactile Sensor with Self-Adaptive Adhesion for Complex Surface Interactions AI summary
Yi Xiong, Feiyang Yuan, Qiyi Zhang, Lei Bao, Li Wen
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Graph Neural Model Predictive Control for High-Dimensional Systems AI summary
Patrick Benito Eberhard, Luis Pabon, Daniele Gammelli, Hugo Buurmeijer, Amon Lahr, Mark Leone, Andrea Carron, Marco Pavone
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Deep Reinforcement Learning-Based Motion Planning and PDE Control for Flexible Manipulators AI summary
Amir Hossein Barjini, Seyed Adel Alizadeh Kolagar, Sadeq Yaqubi, Jouni Mattila
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HoLoArm: Deformable Arms for Collision-Tolerant Quadrotor Flight AI summary
NGOC QUANG PHAM, Jonas Eschmann, Yang Zhou, Alejandro Ojeda Olarte, Giuseppe Loianno, Van Ho
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Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy AI summary
Shiyao Zhang, Liwei Deng, Shuyu Zhang, Weijie Yuan, Hong Zhang
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Squeezing the Last Drop of Accuracy: Hand-Eye Calibration Via Deep Reinforcement Learning-Guided Pose Tuning AI summary
Seunghui Shin, Daeho Kim, Hyoseok Hwang
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Heterogeneous Skill Learning for Asynchronous Multi-Robot Relay Pushing in Complex Environments AI summary
Hui Zhi, David Navarro-Alarcon
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The Challenges of Using Robots to Automate the Recycling of Electronic Devices AI summary
Ale� Ude, Mihael Simonič, Boris Kuster, Matija Mavsar, Martin Bem, Sebastian Ruiz, Minija Tamosiunaite, Manuel Giuseppe Catalano, Vinicio Tincani, Antonio Bicchi, Kübra Karacan, Hamid Sadeghian, Sami Haddadin, Riccardo Persichini, Hannes Fröhlich, Florentin Wörgötter
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Electrospun TPU/LCE Composite Fibers for High-Performance Biomimetic Tendon Actuation AI summary
Yongzheng Luo, Shen Gao, Mingjun Tang, Yue Wang, Tao Yue
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State Estimation for Compliant and Morphologically Adaptive Robots AI summary
Valentin Yuryev, Max Polzin, Josie Hughes
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User-Tailored Learning to Forecast Walking Modes for Exosuits AI summary
Gabriele Abbate, Enrica Tricomi, Nathalie Gierden, Alessandro Giusti, Lorenzo Masia, Antonio Paolillo
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ST-HNet: A CNN-LSM Hybrid Architecture for Spatio-Temporal Feature Learning in Event-Based Visual Place Recognition AI summary
Xun Xiao, Shasha Guo, Tie Junbo, Jingyue Zhao, Ziqi Wang, Yuan Li, jingzhuo yuan, Qiang Dou, Lei Wang
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High-Velocity, Pressure-Driven Eversion for Rapid Vine Robots AI summary
Anna Alvarez, Anders Seawright, Neel Tripathi, Selena Deng, Carlos Cruz, Elliot Wright Hawkes
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A Neuro-Inspired Control Architecture to Enhance Robot Self-Preservation and Adaptation in Autonomous Navigation Tasks AI summary
Andrea Usai, Alessandro Rizzo
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Sample-Efficient Learning with Online Expert Correction for Autonomous Catheter Steering in Endovascular Bifurcation Navigation AI summary
Hao Wang, Tianliang Yao, Bo LU, Zhiqiang Pei, dong liu, Lei Ma, Peng Qi
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Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection AI summary
Taehun Kong, Tae-Kyun Kim
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Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios AI summary
Lai Pingrui, Pan Renjie, Yu Jiaqi, Yang Hua
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Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems AI summary
Sang Hyeon Park, Myeongyun Doh, Chanyong Park, Tuan Luong, Hyouk Ryeol Choi, Ja Choon Koo, Hugo Rodrigue, Hyungpil Moon
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A Practical Multi-Body Model Enabling a Flexible-Wheeled Robot to Learn Blind Stair Climbing AI summary
Chan-Young Yoon, Baek-Kyu Cho
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Bridging the Sim-To-Real Gap with multipanda_ros2: A Real-Time ROS2 Framework for Multimanual Systems AI summary
Jon �kerlj, Seongjin Bien, Abdeldjallil Naceri, Sami Haddadin
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Acoustic Sensing for Universal Jamming Grippers AI summary
Lion-Constantin Weber, Theodor Marius Wienert, Martin Splettstößer, Alexander Koenig, Oliver Brock
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Imagine2Act: Leveraging Object-Action Motion Consistency from Imagined Goals for Robotic Manipulation AI summary
Liang Heng, Jiadong XU, Yiwen Wang, Xiaoqi Li, Muhe Cai, Yan Shen, Juan Zhu, Guanghui Ren, Hao Dong
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Viscoelasticity-Based Mechanistic Modeling and Control of Bending Pneumatic Muscles AI summary
Zishuo Zhao, Baoguo Xu, Jiajin Wang, Jianwei Lai, Yifei Wang, Huijun Li, Aiguo Song
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Architected Vacuum Driven Origami Structures Via Direct Ink Writing of RTV Silicone AI summary
Qiyao Wang, Thileepan Stalin, Pablo Valdivia y Alvarado
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Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands AI summary
Christopher Ford, Haoran Li, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora
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Fabric Pneumatic Artificial Muscle-Based Head-Neck Exosuit: Design, Evaluation, and Modeling AI summary
Katalin Schäffer, Ian Bales, Haohan Zhang, Margaret McGuinness
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SuckTac: Camera-Based Tactile Sucker for Unstructured Surface Perception and Interaction AI summary
Ruiyong Yuan, Jieji Ren, Zhanxuan Peng, Qianyu Guo, Feifei Chen, Guoying Gu
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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Haptics of Pulse Palpation: Simulation and Validation through Novel Sensor-Actuator System AI summary
Debadutta Subudhi, Manivanna M, K K Deepak
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Progressive-Resolution Policy Distillation: Leveraging Coarse-Resolution Simulations for Time-Efficient Fine-Resolution Policy Learning AI summary
Yuki Kadokawa, Hirotaka Tahara, Takamitsu Matsubara
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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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SCU-Hand with Integrated Single-Sheet Valve: A Funnel-Shaped Robotic Hand for Milligram-Scale Powder Handling AI summary
Tomoya Takahashi, Yusaku Nakajima, Cristian Camilo Beltran-Hernandez, Yuki Kuroda, Kazutoshi Tanaka, Masashi Hamaya, Kanta Ono, Yoshitaka Ushiku
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Structural Interlocking-Based Weaving Gripper for Enhanced Grasping Performance AI summary
Yuvin Jun, Daehyun Kim, Seokhwan Jeong, Joonbum Bae, Kahye Song
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LLM-Aided Assistive Robot for Single-Operator Bimanual Teleoperation AI summary
Haolin Fei, Songlin Ma, Guanglong Du, Elmira Yadollahi, Hak-Keung Lam, Angela Faragasso, Allahyar Montazeri, Ziwei Wang
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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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Two-Time-Scale Composite Learning Online Identification and Control for Compliant-Joint Robots AI summary
Tian Shi, Lin Liu, Qian Wang, Jinya Su, Shihua Li, Yongping Pan
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M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots AI summary
Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto
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Agile Hauler Curriculum: Learning High-Speed Locomotion for Robots under Demanding Payloads AI summary
Yawen Zhou, Haopeng Tang, Huiqiao Fu, Peng Li
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Learning Collision-Free Object Goal Pushing for Quadruped Robots with Safe Corridors AI summary
Gabriel Lai, Yi Wong, Chung Yui Yeung, Shaohang Xu, Zhi Chen, Chin Pang Ho
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When the Adversary Knows You Better: Adversarial Training for Learning-Based Legged Robots AI summary
Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Jun Morimoto
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