Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 8 of 57
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Receding Horizon Control for Signal Temporal Logic Using Robustness-Conserving Partial Formula Evaluation AI summary
Roland Ilyes, Lara Brudermüller, Nick Hawes, Bruno Lacerda
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Single-Instance Sampling for Computationally Efficient and Accurate Real-Time Task Space MPPI Control AI summary
Dongwhan Kim, Euncheol Im, Yujin Kim, Myo-Taeg Lim, Yisoo Lee
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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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Whole-Body Balance Control of Wheeled-Bipedal Robots for Perception-Less Terrain Adaptation AI summary
Young Hun Lee, Jeongdo Ahn, Dongil Park
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Tuning Hydrodynamic Coefficients Using a Genetic Algorithm for a Numerical Model of a Bio-Robotic Sea Lion AI summary
Shraman Kadapa, Nicholas Marcouiller, ANTHONY DRAGO, James Tangorra, Harry Kwatny
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Predictive Admittance Control for Aerial Physical Interaction AI summary
Ayham Alharbat, Chiara Gabellieri, Abeje Yenehun Mersha, Antonio Franchi
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Comparative Analysis of Energy Transfers and Performance in Safety-Critical Control Using Control Barrier Functions AI summary
Arturo Maiani, Federico Califano, Lorenzo Govoni, Antonio Pietrabissa
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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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Image-Based Roadmaps for Vision-Only Planning and Control of Robotic Manipulators AI summary
Sreejani Chatterjee, Abhinav Gandhi, Berk Calli, Constantinos Chamzas
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Viability-Preserving Passive Torque Control AI summary
Zizhe Zhang, Yicong Wang, Zhiquan Zhang, Tianyu Li, Nadia Figueroa
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Harmonising Safety Paradigms: Energy-Aware Control of Active Response and Passive Compliance for Safety-Critical Robotic Tasks AI summary
Xinyuan Zhao, Wenyu Liang, Junyuan Xue, Yan Wu
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Geometry-Aware Control Barrier Functions for Collision Avoidance via Bernstein Polynomial Approximations AI summary
Siwon Jo, Yanze Zhang, Yupeng Yang, Wenhao Luo
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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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CATALYST: Cognitive-To-Autonomy-Inspired Two-Stage Training Data Generation with Local-System-Aware Selection Technique AI summary
Taehoon Kim, Sehoon Oh
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Towards Safe Autonomous Surgical Tasks with Control Barrier Functions AI summary
Cristina Iacono, Paolino De Risi, Rocco Moccia, Bruno Siciliano, Fanny Ficuciello
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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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Scene-Aware Robotic Light Pipe Control for Vitreoretinal Surgery AI summary
Wenjun Lin, Wending Zhang, Chin-Boon Chng, Yong Jun Tan, Chee Kong Chui
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Optimizing Vehicle Trajectories at a Signalized Intersection in Mixed Traffic AI summary
Cheng Peng, Jiaping Wang, Pengchao Liu, Zhen Wang, Xiangmo Zhao
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Torque-Bounded Task-Space Admittance Control for Redundant Manipulators AI summary
Ryo Kikuuwe
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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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Whole-Body Model-Predictive Control of Legged Robots with MuJoCo AI summary
John Zhang, Taylor Howell, zeji yi, Chaoyi Pan, Guanya Shi, Guannan Qu, Tom Erez, Yuval Tassa, Zachary Manchester
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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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Safe Robotics Control with Directional Projection Control Barrier Functions Via Differentiable Optimization AI summary
Yan Wei, Jiajie Yao, Xinyi Yu, Linlin Ou
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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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Human-Centered Development of Guide Dog Robots: Quiet and Stable Locomotion Control AI summary
Shangqun Yu, Hochul Hwang, Trung Dang, Joydeep Biswas, Nicholas Giudice, Sunghoon Ivan Lee, Donghyun Kim
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A Shared Control Architecture for Vitreoretinal Surgery with Safety Guarantee Using Control Barrier Functions AI summary
Nicola Piccinelli, Federico Vesentini, Marius Briel, Ludwig Haide, Eleonora Tagliabue, Marco Pellegrini, Gernot Kronreif, Riccardo Muradore
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DexTele: A Dual-Arm Dexterous Teleoperation System Based on Motion Retargeting and Adaptive Force Control AI summary
yuanchuan lai, Qing Gao, Ziyan Liang, Xianfeng Cheng, Junjie Hu, Zhaojie Ju
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Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments AI summary
Amirreza Payandeh, Anuj Pokhrel, Daeun Song, Marcos Zampieri, Xuesu Xiao
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Kaiwu: A Multimodal Manipulation Dataset and Framework for Robot Learning and Human-Robot Interaction AI summary
Shuo Jiang, haonan Li, Ruochen Ren, yanmin Zhou, Zhipeng Wang, Bin He
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Rapid Robot Manipulation Policy Learning Via Hierarchical Foundation-Model Prior Distillation AI summary
Qingwei Dong, Jiyuan Zhang, Guangxi Wan, ruikai liu, Peng Zeng
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Residual Off-Policy RL for Finetuning Behavior Cloning Policies AI summary
Lars Ankile, Zhenyu Jiang, Yan Duan, Guanya Shi, Pieter Abbeel, Anusha Nagabandi
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Learning Visuomotor Policy for Multi-Robot Laser Tag Game AI summary
Kai Li, Shiyu Zhao
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Learning-Based Safety-Aware Task Scheduling for Efficient Human-Robot Collaboration AI summary
Marco Faroni, Alessio Spanò, Andrea Maria Zanchettin, Paolo Rocco
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START: Traversing Sparse Footholds with Terrain Reconstruction AI summary
Ruiqi Yu, Qianshi Wang, Hongyi Li, Jun Zheng, Zhicheng Wang, Jun Wu, Qiuguo Zhu
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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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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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Enhancing Motor Synchrony in Rhythmic Dyadic Tasks through Portable Elbow Exoskeletons AI summary
Emanuele Peperoni, Stefano Laszlo Capitani, Lorenzo Grazi, Michele Francesco Penna, Lorenzo Amato, Filippo Dell'Agnello, Andrea Baldoni, Domenico Formica, Marc Leman, Nicola Vitiello, Simona Crea, Emilio Trigili
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SM$^2$ITH: Safe Mobile Manipulation with Interactive Human Prediction Via Task-Hierarchical Bilevel Model Predictive Control AI summary
Francesco D'Orazio, Sepehr Samavi, Xintong Du, Siqi Zhou, Giuseppe Oriolo, Angela P. Schoellig
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Real-Time Model Predictive Control of Nonlinear Coupled Joints Using MPPI: Application to Humanoid Ankle Joints AI summary
Gunoo Park, Jaewan Bak, Yunsoo Seo, Euncheol Im, Hoseok LEE, Jongbok Lee, Nicolas Mansard, Jongwon Lee, Yisoo Lee
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SPLC: Social Preference Learning for Crowd Robot Navigation AI summary
Zixuan Chen, Hao Fu, Haiwen Hu, Shiquan Zheng
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Morphogenetic Assembly and Adaptive Control for Heterogeneous Modular Robots AI summary
Chongxi Meng, Da Zhao, Yifei Zhao, Minghao Zeng, Yanmin Zhou, Zhipeng Wang, Bin He
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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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Design and Implementation of Elastic Structure Preserving Vibration Suppression Control for Flexible Link Robots Using IMU Measurements AI summary
Alexander Kitzinger, Hubert Gattringer, Andreas Müller
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Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt AI summary
Xiang Zhu, Yichen Liu, Hezhong Li, Jianyu Chen
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Behavior Cloning-Enhanced Deep Reinforcement Learning for Robot Navigation Via Dynamic Reward and Adaptive Replanning AI summary
Jianning Chi, fusheng li, Wenjun Zhang, Yongming Yang
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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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The Impact of Motor Action on Language Acquisition and Action-Verb Learning in a Robot AI summary
Zakaria LEMHAOURI, Laura Cohen, Ann Nowé, Lola Canamero
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Optimal Control Approach for Non-Prehensile Ball Juggling Using a 7-DoF Manipulator AI summary
Joel Ramadani, Vasilije Rakcevic, Riddhiman Laha, Arne Sachtler, Valentin Le Mesle, Achim J. Lilienthal, Sami Haddadin
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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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Integration and Continual Learning-Based Modeling of a Soft Robotic Sensor for Social Robot Proprioception AI summary
Pak Chuen Hau, Seshagopalan Thorapalli Muralidharan, Randy Gomez, Georgios Andrikopoulos
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