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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1779 result(s) for “Soft Robot Control” Page 1 of 36
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Integrating Autonomy into Bioinspired Soft Robot � the Bionic Turtle Walker AI summary
Falk Tauber, Sebastian Ruppert, Thomas Speck
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Hysteresis-Aware Neural Network Modeling and Whole-Body Reinforcement Learning Control of Soft Robots AI summary
Zongyuan Chen, Yan Xia, Jiayuan Liu, Jijia Liu, Wenhao Tang, Jiayu Chen, Feng Gao, Longfei Ma, Hongen Liao, Yu Wang, Chao Yu, Boyu Zhang, Fei Xing
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TMR-VLA: Vision-Language-Action Model for Magnetic Motion Control of Tri-Leg Silicone-Based Soft Robot AI summary
Ruijie Tang, Chi Kit Ng, Kaixuan Wu, Long Bai, Guankun Wang, Yiming Huang, Yupeng Wang, Hongliang Ren
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Goal-Oriented Control Strategies for Soft Growing Robots AI summary
Wentao Huang, Pengchun Li, Ziyi Zhang, Zuankai Wang, Dekai Zhou, Longqiu Li
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Safe Autonomous Environmental Contact for Soft Robots Using Control Barrier Functions AI summary
Akua Dickson, Juan Pacheco Garcia, Meredith Anderson, Ran Jing, Sarah Alizadeh-Shabdiz, Audrey Wang, Charles DeLorey, Zachary Patterson, Andrew Sabelhaus
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A Framework for Soft Robot Control: Integrating Physics-Based Modeling with Exploration Based Learning AI summary
Costanza Armanini, Anthony Tzes, Andrea Del Prete, Fares Abu-Dakka
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Design, Control and Evaluation of a Novel Soft Everting Robot for Colonoscopy AI summary
Jialei Shi, Korn Borvorntanajanya, Kaiwen Chen, Enrico Franco, Ferdinando Rodriguez y Baena
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A Versatile Neural Network Configuration Space Planning and Control Strategy for Modular Soft Robot Arms AI summary
Zixi Chen, Qinghua Guan, Josie Hughes, Arianna Menciassi, Cesare Stefanini
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Learning to Control the Whole-Body Shape of a Soft Robotic Arm in Unknown Situations AI summary
Zhiqiang Tang, Qianqian WANG, Daniela Rus, Cecilia Laschi
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Co-Design and Morphology-Guided Feedback Control: An Approach for Soft Robots AI summary
Nhan Huu Nguyen, Dinh Truong Do, Le Minh Nguyen, Van Ho
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Prompt-To-State Stable Vision-Language MPC for Approximated Neural Network Dynamics a Case Study on Soft Robot Control AI summary
Nicotra Emanuele, James J. Davies, Kefan Zhu, Sharma Bibhu, Adrienne Ji, Phuoc Thien Phan, Hung Manh La, Nigel Hamilton Lovell, Thanh Nho Do
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Contact-Aware Safety in Soft Robots Using High-Order Control Barrier and Lyapunov Functions AI summary
Kiwan Wong, Maximilian Stölzle, Wei Xiao, Cosimo Della Santina, Daniela Rus, Gioele Zardini
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Gaussian Process-Based Gait Optimization of a Cable-Driven Soft Quadruped Robot AI summary
Jeongil Choi, Ayoung Hong
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Iterative Learning-Based Centre-Of-Mass Impedance Control for Articulated-Soft Humanoid Robots AI summary
Yibin Wang, Lin Zhou, Sacha Morris, Shan Luo, Emmanouil Spyrakos-Papastavridis
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Shape Control for Modular Continuum Soft Arms: A Distributed Approach to Address Redundancy AI summary
Samuele Bordini, Daniele Caradonna, Antonio Bicchi, Egidio Falotico
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Adaptive Robust Control for Rotation Tracking of a Soft Rotary Actuator with Hysteresis Compensation AI summary
Young Min Lee, Yeoil Yun, Hyungpil Moon, Hyouk Ryeol Choi, Yong Seok Ihn, Ja Choon Koo
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Feedforward Pressure-Regulated Position Control of Soft Ballooning Actuators Using a Modified Prandtl�Ishlinskii Model AI summary
Nashil Sowaruth, Nicolas Herzig
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Shape Sensing and Tip Tracking via Reciprocating Magnet in the Soft Continuum Robot AI summary
Pingyu Xiang, Zexi Zhao, Hongye Zhang, Yue Wang, Rong Xiong, Haojian Lu
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Model-Based Engineering Framework for Soft Continuum Robots AI summary
Linus Witucki, Jan Eike Rösler, Mike Barth
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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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Soft Robots Grow a Spine: Origami-Inspired Folding Endoskeletal Support for Motion and Stiffness Control of Inflatable Robots AI summary
Junil Min, Matthew Robertson
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Enhancing Dual-Loop Pressure Control in Pneumatic Soft Robotics with a Comparison of Evolutionary Algorithms for PID & FOPID Controller Tuning AI summary
Jacqueline Libby, Mostafa Mo. Massoud, Paulo Henrique Teixeira Franca Alves
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Generalizable and Fast Surrogates: Model Predictive Control of Articulated Soft Robots Using Physics-Informed Neural Networks AI summary
Tim-Lukas Habich, Aran Mohammad, Simon F. G. Ehlers, Martin Bensch, Thomas Seel, Moritz Schappler
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Cosserat Rods with Cross-Sectional Deformation for Soft Robot Modeling AI summary
Samuel Tobin, Joshua Gaston, Vincent Aloi, Eric J. Barth, Caleb Rucker
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A Soft-Rigid Tendon-Driven Continuum Robot with Multi-Curvature Actuated by a Single Set of Tendons AI summary
Liuming Qiu, Luiza Labazanova, David Navarro-Alarcon, Dan Zhang
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Hybrid Membrane�Solenoid Valves for High-Flow, Precisely Controlled Soft Robotic Actuation AI summary
Nikola Velimirovic, C. David Remy, Daniel Bruder
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Modeling and Control of a Pneumatic Soft Robotic Catheter Using Neural Koopman Operators AI summary
Yiyao Yue, Noah Barnes, Lingyun Di, Olivia Young, Ryan Sochol, Jeremy DeLaine Brown, Axel Krieger
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Model Predictive Control with Reference Learning for Soft Robotic Intracranial Pressure Waveform Modulation AI summary
Fabian Flürenbrock, Yanick Büchel, Johannes Köhler, Marianne Schmid Daners, Melanie N. Zeilinger
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Force Estimation and Position Control of a Hydraulic Folded Pouch Actuator for Soft Robotics AI summary
Jie Li, Jianlin Yang, Jinling Qiu, Hanqi Lou, Zhangxi Zhou, George Mylonas
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Simulation-Driven Evolutionary Motion Parameterization for Contact-Rich Granular Scooping with a Soft Conical Robotic Hand AI summary
Yongliang Wang, Cristian Camilo Beltran-Hernandez, Tomoya Takahashi, Masashi Hamaya
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Robot Crash Course: Learning Soft and Stylized Falling AI summary
Pascal Strauch, David Müller, Sammy Christen, Agon Serifi, Ruben Grandia, Espen Knoop, Moritz Bächer
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Embodied Stability in a Minimally-Actuated Soft Robot for Autonomous Exploration AI summary
Lior Salem, Adam Vichik, Amir Gat, Yizhar Or
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Voice-Driven Assistance and Resistance Modulation in a Soft Hip Exosuit Using a Transformer-Based Speech Recognition Model AI summary
Enrica Tricomi, Daniel Lindner, Xiaohui Zhang, Luka Miskovic, Lorenzo Masia
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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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A Soft-Rigid Hybrid Robot-Assisted Feeding System with a Tendon-Driven Continuum Robot AI summary
Jingyi Chen, Quecheng Qiu, Jianmin Ji
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Learning to Design Soft Hands Using Reward Models AI summary
Xueqian Bai, Nicklas Hansen, Adabhav Singh, Michael T. Tolley, Yan Duan, Pieter Abbeel, Xiaolong Wang, Sha Yi
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Over-Actuation in Soft Robots: Towards Active Variable Stiffness & Viscoelasticity AI summary
Carlos Ernesto Vazquez-Garcia, Ernesto Olguín Díaz, Vicente Parra-Vega
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Point Cloud-Based Grasping for Soft Hand Exoskeleton AI summary
Chen Hu, Enrica Tricomi, Eojin Rho, Daekyum Kim, Lorenzo Masia, SHAN LUO, Letizia Gionfrida
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Energy-Based Kinematic Analysis on Magnetic Soft Continuum Robot with Asymmetric Magnetization AI summary
Junyeong Lee, Joowon Park, Sukho Park
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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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Soft Vortex Gripper for Dexterous Manipulation Using Hand-Like Robots AI summary
Luis Sentis, Senior and Ann Majewicz Fey, Senior
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Robust and Resilient Soft Robotic Object Insertion with Compliance-Enabled Contact Formation and Failure Recovery AI summary
Mimo Shirasaka, Cristian Camilo Beltran-Hernandez, Masashi Hamaya, Yoshitaka Ushiku
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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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A Soft Oscillator with On-The-Fly Tunable Dynamics for Adaptive Robotics AI summary
Shaoxiang Wang, Tianqi Yue, Hanwen Ge, Hemma Philamore, Andrew Conn
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VSL-Skin: Individually Addressable Phase-Change Voxel Skin for Variable-Stiffness and Virtual Joints Bridging Soft and Rigid Robots AI summary
Zihan Oliver Zeng, JIAJUN AN, Preston Luk, Upinder Kaur
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Self-Wearing Adaptive Garments Via Soft Robotic Unfurling AI summary
Nam Gyun Kim, William Heap, Yimeng Qin, Elvy Yao, Jee-Hwan Ryu, Allison M. Okamura
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ActiveSPN: Active Soft Polyhedral Networks with Pose Estimation for In-Finger Object Manipulation AI summary
Sen Li, Chengxiao Dong, Chaoyang Song, Fang Wan
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Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots AI summary
Yuxi Lu, Zhongchao Zhou, Dongliang Zheng, yanmin Zhou, Zhipeng Wang, Shuo Jiang, Wenwei Yu, Bin He
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SIPHON: An Origami Soft Salp Robot AI summary
Brian Van Stratum, Nathan Justus, Ross Hatton, Joseph Davidson, Geoffrey Hollinger
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EquiMus: Energy-Equivalent Dynamic Modeling and Simulation of Musculoskeletal Robots Driven by Linear Elastic Actuators AI summary
Yinglei Zhu, Xuguang Dong, Qiyao Wang, Qi Shao, Fugui Xie, Xin-Jun Liu, Huichan Zhao
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