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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2878 result(s) for “Neural and Fuzzy Control” Page 1 of 58
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Mechanomyography-Based Closed-Loop Control of FES Enabling Prolonged Force Assistance by Monitoring Muscle Fatigue AI summary
Zehao Liu, Weiguang Huo, Ravi Vaidyanathan
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Adaptive Physical Human�Robot Interaction Via a Passivity-Aware Model Predictive Variable Admittance Control AI summary
Dalia M. Mahfouz, Paolo Di Lillo, Omar M. Shehata, Elsayed Morgan, Filippo Arrichiello
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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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End-To-End Low-Level Neural Control of an Industrial-Grade 6D Magnetic Levitation System AI summary
Philipp Hartmann, Jannick Stranghöner, Klaus Neumann
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Neural Internal Model Control: Learning a Robust Control Policy Via Predictive Error Feedback AI summary
Feng Gao, Chao Yu, Yu Wang, Yi Wu
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Whole-Body Safe Control of Robotic Systems with Koopman Neural Dynamics AI summary
Sebin Jung, Abulikemu Abuduweili, Jiaxing Li, Changliu Liu
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Lagrangian Neural Network-Based Control: Improving Robotic Trajectory Tracking Via Linearized Feedback AI summary
Manuel Weiss, Alexander Pawluchin, Jan-Hendrik Ewering, Thomas Seel, Ivo Boblan
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Learning Conservative Neural Control Barrier Functions from Demonstrations AI summary
Ihab Tabbara, Hussein Sibai
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ORN-CBF: Learning Observation-Conditioned Residual Neural Control Barrier Functions Via Hypernetworks AI summary
Bojan Derajic, Sebastian Bernhard, Wolfgang Hoenig
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Graph Neural Planning and Predictive Control for Multi-Robot Communication-Constrained Unlabeled Motion Planning AI summary
Manohari Goarin, Yang Zhou, Giuseppe Loianno
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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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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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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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Inchworm-Inspired Adaptive Multimodal Neural Control for an Autonomous Inspection Robot AI summary
Wasuthorn Ausrivong, Arthicha Srisuchinnawong, Poramate Manoonpong,∗
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Neural Predictor for Flight Control with Payload AI summary
Ao Jin, Chenhao Li, Qinyi Wang, Ya Liu, Panfeng Huang, Fan Zhang
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A Single Hydraulic Bellows-Based MRI-Safe Robotic Needle Driver Capable of Independent and Coupled Needle Translation and Rotation AI summary
Yufu Qiu, haiyang fang, Kwan Kit Lin, Shing Shin Cheng
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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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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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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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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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EMG-Based Torque Prediction for Assistive Exoskeleton Control Using Neural Networks with Bounded Generalization Error AI summary
Duy Hoang, Lucas Quesada, Bastien Berret, Olivier BRUNEAU, Laurent Fribourg
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Switchable Neural Teleoperation AI summary
Jianglong Ye, Changwei Jing, Kezhou Chen, Keyi Wang, Sha Yi, Xueyan Zou, Xiaolong Wang
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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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Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
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Learning Forward Looking Adaptation to Dynamic Payloads for Quadruped Locomotion Via Physics-Informed Neural Networks AI summary
Oscar Youngquist, Hao Zhang
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Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling AI summary
Zhenhao Huang, Siyuan Luo, Bingyang Zhou, Ziqiu Zeng, Fan Shi
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Second Order Sliding Mode Control of Flying Wing Aircraft Based on Feedforward Neural Networks AI summary
Yuecheng Song, Zhenbao Liu, Junwei Han, jinbiao yuan, Wen Zhao, Qingqing Dang
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A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot AI summary
Yan Liu, XiZhe Zang, Xuehe Zhang, Chao Song, Boyang Chen, Jie Zhao
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Self-Supervised Consistency Enhanced Disentangled Learning for Neural Decoding Generalization in Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Few-Shot Physics-Informed Neural Network for Shape Reconstruction of Concentric-Tube Robots AI summary
Navid Feizi, Filipe Pedrosa, Rajnikant V. Patel, Jagadeesan Jayender
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PIMBS: Efficient Body Schema Learning for Musculoskeletal Humanoids with Physics-Informed Neural Networks AI summary
Kento Kawaharazuka, Takahiro Hattori, Keita Yoneda, Kei Okada
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Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control AI summary
Zhen ZHANG, Xiangyu CHU, Yunxi TANG, Lulu ZHAO, Jing HUANG, Zhongliang Jiang, K. W. Samuel Au
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Dynamic Neural Potential Field: Online Trajectory Optimization in Presence of Moving Obstacles AI summary
Aleksei Staroverov, Muhammad Alhaddad, Aditya Narendra, Konstantin Mironov, Aleksandr Panov
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Localized Graph-Based Neural Dynamics Models for Terrain Manipulation AI summary
Chaoqi Liu, Yunzhu Li, Kris Hauser
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LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control AI summary
Saurav Agarwal, Ramya Muthukrishnan, Walker Gosrich, Vijay Kumar, Alejandro Ribeiro
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PushingBots: Collaborative Pushing Via Neural Accelerated Combinatorial Hybrid Optimization AI summary
Zili Tang, Ying Zhang, Meng Guo
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Hebbian Attractor Networks for Robot Locomotion AI summary
Alexander Dittrich, Fuda van Diggelen, Dario Floreano
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A Data-Driven Approach for Control and Stabilization of a Single Actuator Monocopter AI summary
Danial Sufiyan, Luke Soe Thura Win, Shane Kyi Hla Win, Tee Meng Tan, Shaohui Foong
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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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Unified Neural Gaussian SLAM with Feature Splatting AI summary
Xuyang Tang, Henry Chu, Yuxiang Sun
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EEG-Driven Intention Decoding: Offline Deep Learning Benchmarking on a Robotic Rover AI summary
Ghadah Alosaimi, Maha Alsayyari, Yixin Sun, Stamos Katsigiannis, Amir Atapour-Abarghouei, Toby Breckon
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Actron3D: Learning Actionable Neural Functions from Videos for Transferable Robotic Manipulation AI summary
Anran Zhang, Hanzhi Chen, Yannick Burkhardt, Yao Zhong, Johannes Betz, Helen Oleynikova, Stefan Leutenegger
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Spatial Coordinate Transformation for 3D Neural Implicit Mapping AI summary
Kyeongsu Kang, Seongbo Ha, Sibaek Lee, Hyeonwoo Yu
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Tactile Object Recognition with Recurrent Neural Networks through a Perceptive Soft Gripper AI summary
Enrico Donato, David Pelliccia, Matin Hosseinzadeh, Mahmood Amiri, Egidio Falotico
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Nnodely - Neuralize Your Model AI summary
Gastone Pietro Rosati Papini, Alice Plebe, Mojtaba Sharifzadeh, Mattia Piazza, Sebastiano Taddei, Giovanni Scialla, Francesco Baroni, Davide De Martini, Giovanni Maria Francesco La Scala, Gioele Defrancesco, Filippo Faccini
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Weakly-Supervised Learning for Physics-Informed Neural Motion Planning Via Sparse Roadmap AI summary
Ruiqi Ni, Yuchen Liu, Ahmed H. Qureshi
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Targetless LiDAR-Camera Calibration with Neural Gaussian Splatting AI summary
Haebeom Jung, Namtae Kim, Jungwoo Kim, Jaesik Park
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SafeNet: A Neural-Symbolic Network for Safe Planning in Robotic Systems Using Formal Method-Guided LLM Fine-Tuning AI summary
Zifan Wang, Jialiang Fan, Rui Zuo, Qinru Qiu, Fanxin Kong
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MIND - Multi-Feature Implicit Neural Descriptors for Robotic Surface Processing of 3D Objects with Variations in Geometry AI summary
Anish Pratheepkumar, Christian Hartl-Nesic, Markus Ikeda, Fabian Widmoser, Andreas Pichler, Markus Vincze
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Learning Neural Observer-Predictor Models for Limb-Level Sampling-Based Locomotion Planning AI summary
Abhijeet Mangesh Kulkarni, Ioannis Poulakakis, Guoquan (Paul) Huang
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