Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 1 of 57
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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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Quantum Machine Learning and Grover�s Algorithm for Quantum Optimization of Robotic Manipulators AI summary
Hassen Nigatu Sirag, Gaokun Shi, Jituo Li, Jin Wang, GuoDong Lu, Howard Li
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Scalable Multi-Agent Reinforcement Learning Framework for Multi-Machine Tending AI summary
Abdalwhab Bakheet Mohamed Abdalwhab, Giovanni Beltrame, David St-Onge
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Complexity Reduction of the Three-Point Dubins Problem (3PDP) Via Symmetry Exploitation for Machine Learning Purposes AI summary
Marco Frego, Enrico Saccon, Davide De Martini, Luigi Palopoli
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Decoding Multi-Finger Motions and Grasp Types with Grasp-Specific Models and Lightmyography Based Muscle-Machine Interfaces AI summary
Zhe Wang, Bonnie Guan, Shifei Duan, Kean C. Aw, Minas Liarokapis
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Physics-Informed Machine Learning for Efficient Sim-To-Real Data Augmentation in Micro-Object Pose Estimation AI summary
Tan Zongcai, Lan Wei, Dandan Zhang
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A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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A Novel Human-Machine Dual-Task Gaming Framework for Visual-Attention Training AI summary
Fengjun Mu, Jingting Zhang, Zonghai Huang, Chen Chen, Chaobin Zou, Guangkui Song, Hong Cheng
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RAMPA: Robotic Augmented Reality for Machine Programming by DemonstrAtion AI summary
Fatih DOGANGUN, Serdar Bahar, Yigit YILDIRIM, Bora Toprak Temir, Emre Ugur, Mustafa Doga Dogan
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Multi-Robot Multi-Source Localization in Complex Flows with Physics-Preserving Environment Models AI summary
Benjamin Shaffer, Victoria Edwards, Brooks Kinch, Nathaniel Trask, M. Ani Hsieh
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Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale AI summary
Tobias Thomas Jülg, Pierre Krack, Seongjin Bien, Yannik Blei, Khaled Gamal, Ken Nakahara, Johannes Hechtl, Roberto Calandra, Wolfram Burgard, Florian Walter
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TOCALib: Optimal Control Library with Interpolation for Bimanual Manipulation and Obstacles Avoidance AI summary
Yulia Danik, Dmitry Makarov, Aleksandra Arkhipova, Sergei Davidenko, Aleksandr Panov
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Estimating Trust in Human-Robot Collaboration through Behavioral Indicators and Explainability AI summary
Giulio Campagna, Marta Lagomarsino, Marta Lorenzini, Dimitrios Chrysostomou, Matthias Rehm, Arash Ajoudani
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Informed Federated Learning to Train a Robotic Arm Inverse Dynamic Model AI summary
Gabriel Jimenez-Perera, Brayan Valencia-Vidal, Niceto R. Luque, Eduardo Ros, Francisco Barranco
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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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Towards Massively Parallel Motion Planning with Inverse Dynamics AI summary
Ioannis Tsikelis, Enrico Mingo Hoffman
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Training Humans to Teach Robots: Large and Lasting Skill Gains AI summary
Yuqing Zhu, Endong Sun, Matthew Howard
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REBot: Reflexive Evasion Robot for Instantaneous Dynamic Obstacle Avoidance AI summary
ZIHAO XU, Ce Hao, Chunzheng Wang, Kuankuan Sima, Fan Shi, Jin Song Dong
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Open-Vocabulary Mobile Manipulation Based on Double Relaxed Contrastive Learning with Dense Labeling AI summary
Daichi Yashima, Ryosuke Korekata, Komei Sugiura
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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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Imitation-BT: Automating Behavior Tree Generation by Echoing Reinforcement Learning Agents AI summary
Shailendra Sekhar Bathula, Ramviyas Parasuraman
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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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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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Integrating Autonomy into Bioinspired Soft Robot � the Bionic Turtle Walker AI summary
Falk Tauber, Sebastian Ruppert, Thomas Speck
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Dynamic Robotic Cloth Folding with Efficient Koopman Operator-Based Model Predictive Control AI summary
Edoardo Caldarelli, Franco Coltraro, Adri`a Colom ́e, Lorenzo Rosasco, , and Carme Torras
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A Whole-Body Control Framework for Human-Like Walking with Knee Stretch on Flat-Foot Humanoids AI summary
Taehyun Kim,, Sookyoung Yoo,, Myo-Taeg Lim and Yonghwan Oh,∗
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Load-Bearing Assessment for Safe Locomotion of Quadruped Robots on Collapsing Terrain AI summary
Vivian Suzano Medeiros, Giovanni Battista Dessy, Thiago Boaventura, Marcelo Becker, Claudio Semini, Victor Barasuol
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Motion Compensation and Adaptive Force Control Via iOCT�FBG Sensor Fusion for Robotic Subretinal Injection AI summary
Aoqi Long, Tianle Wu, Chongyang She, Mojtaba Esfandiari, Peter Gehlbach, Russell H. Taylor, Ioan Iulian Iordachita
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Harnessing Robotics for EU Forest Habitats Monitoring AI summary
Simone Tolomei, Giovanni Di Lorenzo, Franco Angelini, Leopoldo de Simone, Emanuele Fanfarillo, Tiberio Fiaschi, Silvia Cannucci, Simona Maccherini, Paolo Remagnino, Claudia Angiolini, Manolo Garabini
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Estimating Human Muscular Fatigue in Dynamic Collaborative Robotic Tasks with Learning-Based Models AI summary
Feras Kiki, Pouya Pourakbarian Niaz, Alireza Madani, Cagatay Basdogan
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Structured Labeling Enables Faster Vision-Language Models for End-To-End Autonomous Driving AI summary
Hao Jiang, Chuan Hu, Yukang Shi, Yuan He, Ke Wang, Xi Zhang, Zhipeng Zhang
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Decentralized and Fully Onboard: Range-Aided Cooperative Localization and Navigation on Micro Aerial Vehicles AI summary
Abhishek Goudar, Angela P. Schoellig
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Toward Human-Like Assistance: Detecting Help-Seeking in Human�Robot Collaboration Via Implicit Signals AI summary
Ane San Martin∗, Ander Iriondo, Michael Hagenow, Julie Shah, Johan Kildal, and Elena Lazkano
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Fitts' List Revisited: An Empirical Study on Function Allocation in a Two-Agent Physical Human-Robot Collaborative Position/Force Task AI summary
Nicky Mol, J. Micah Prendergast, David A. Abbink, Luka Peternel
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Closed-Loop Multimodal Sensory Training Enhances the Proprioceptive-Motor Pathway: Low-Load Automaticity and Fine Motor Control AI summary
Qian Cheng, Zhouhaotian Yin, Yuan Liu
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LARVO-RRT*: Learning Guided Adaptive Reconfiguration with Vector Field Oriented RRT* AI summary
Wijenayaka Kankanamge Rishan Sachinthana, Bhagya Prasangi Samarakoon Samarakoon Mudiyanselage, Viraj Jagathpriya Muthugala Muthugala Arachchige, Mohan Rajesh Elara
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Learning Therapist Policy from Therapist-Exoskeleton-Patient Interaction AI summary
Grayson Snyder, Lorenzo Vianello, Levi Hargrove, Matthew Elwin, Jose L. Pons
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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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Hybrid Agentic AI-FSM Framework for Instruction-Based Industrial Manipulation Tasks AI summary
Sungmoon Joo, Ikjune Kim
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Grasp Independent Indirect Tool Force Estimation using Vision-based Tactile Sensors AI summary
LUCHEN LI, Thomas George Thuruthel
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A High-DOF BCI Control Strategy Mapping Discrete Commands to Continuous Motion for a Drone AI summary
Jie Mei, Weize Chen, Yongzhi Huang, Xiaolin XIao, Kun Wang, Weibo Yi, Tzyy-Ping Jung, Minpeng Xu, Dong Ming
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Real-Time Robotic Needle Insertion in Deformable and Moving Structure Using Learning-By-Example Method AI summary
Thuc Long Ha, Julien Bert, Hadrien Courtecuisse
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A Taxonomy for Evaluating Generalist Robot Manipulation Policies AI summary
Jensen Gao, Suneel Belkhale, Sudeep Dasari, Ashwin Balakrishna, Dhruv Shah, Dorsa Sadigh
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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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Detection of Texting While Walking in Occluded Environment Using Variational Autoencoder for Safe Mobile Robot Navigation AI summary
Hayato Terao, Jiaxu Wu, Qi An, Atsushi Yamashita
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TacTip-based Dynamic Contact Force Estimation with Sequential Tactile Images and Its Applications to Robotic Force Tracking AI summary
Wantong Xie, Zhenyu Lu, Jingyang Liu, Jialong Yang, Lu Chen, Chenguang Yang
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A Tri-Axial FBG-Based Force Sensor at the Tool Tip of a Continuum Manipulator for Single-Port Access Surgery AI summary
Jiading Zhang, Lijun Hao, siqi liu, Jiangran Zhao, Jiamiao GONG, Kai Xu, Sheng Liu, Zhe Zheng, Tangwen Yang
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PACER: Preference-Conditioned All-Terrain Costmap Generation AI summary
Luisa Mao, Garrett Warnell, Peter Stone, Joydeep Biswas
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A Benchmarking Study of Vision-Based Robotic Grasping Algorithms AI summary
Bharath Kumar Ramesh Babu, Sumukh Sreenivasarao Balakrishna, Brian Flynn, Vinayak Kapoor, Adam Norton, Holly Yanco, Berk Calli
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Enhancing Safety and Manipulability of Redundant Manipulators: Accelerated Motion Generation in Dynamic Environments AI summary
zongwu Xie, Mengfei Li, Wandong Sun, BAOSHI CAO, Yang Liu, Zhengpu Wang, Yiming Ji, Hong Liu, Boyu Ma, Zhihong Wu
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