Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 9 of 57
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GRATE: A Graph Transformer-Based Deep Reinforcement Learning Approach for Time-Efficient Autonomous Robot Exploration AI summary
Haozhan Ni, Jingsong Liang, Chenyu He, Yuhong Cao, Guillaume Adrien Sartoretti
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Autonomous Drone-Ground Robot Alignment through Ground Robot Visual Servo Control with Drone Detection and Tilt Correction AI summary
Sean Clark Dominguez, Jeanette Pao, Immanuel Paradela, John Mel Bolaybolay, Earl Ryan Aleluya, Francis Jann Alagon, Sherwin Guirnaldo, Carl John Salaan, Kazunori Ohno, Yoshito Okada, Argel Bandala, Abu Ubaidah Shamsudin
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Turning Disturbances into Actuation: Hierarchical Environment-Assisted MPC for USV Fault Recovery AI summary
Yang Hu, Sara Aldhaheri, Yanchao Wang, Peng Wu, Yuanchang Liu
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A Large Language Model-Based Mission Manager for Autonomous UAV Control AI summary
Milos Cihlar
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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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Smooth Human-Robot Shared Control for Autonomous Orchard Monitoring with UGVs AI summary
Cheikh Melainine El Bou, Michele Focchi, Michael Chang, Marco Camurri, Karl Dietrich von Ellenrieder
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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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Multi-Robot Learning-Informed Task Planning under Uncertainty AI summary
Abhish Khanal, Abhishek Paudel, Hung Pham, Gregory Stein
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OCRA: Object-Centric Learning with 3D and Tactile Priors for Human-To-Robot Action Transfer AI summary
Kuanning Wang, Ke Fan, Yuqian Fu, Siyu Lin, Hu Luo, Daniel Seita, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue
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AVR: Active Vision-Driven Precise Robot Manipulation with Viewpoint and Focal Length Optimization AI summary
Yushan Liu, Shilong Mu, Xintao Chao, Zizhen Li, Yao Mu, Tianxing Chen, Shoujie Li, Chuqiao Lyu, Xiao-Ping Zhang, Wenbo Ding
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Lyapunov Stability-Driven Control Algorithm for Heterogeneous Multi-Robot Coordination AI summary
Fatemeh Rekabi Bana, Mazen Bahaidarah, Ognjen Marjanovic, Farshad Arvin
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PERAL: Perception-Aware Motion Control for Passive LiDAR Excitation in Spherical Robots AI summary
Shenghai Yuan, Jason Wai Hao Yee, Weixiang Guo, Zhongyuan Liu, Thien-Minh Nguyen, Lihua Xie
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RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation AI summary
Xiangyu Chen, Chuhao Zhou, Yuxi Liu, Jianfei Yang
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Force Allocation Control for Redundant-Torso Biomimetic Quadrupeds via Virtual Force and Fully Actuated System Approach AI summary
Zhiqin Zhuo, Ke Huang, Zhigang Wu, Jianping Jiang
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3D Robotic Control of Micro-Scale Optical Swarms at an Interface AI summary
Nicholas Carlisle, Volker Nock, Martin Williams, Catherine Whitby, Jack L Y Chen, Ebubekir Avci
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Distributed First-Order and Second-Order Adaptive Hybrid Optimization for Multi-Robot Learning AI summary
Yilun Zhang, Xianghua Xie, Lu Zhang
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Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics AI summary
Songhua Yang, Ziyu Liu, Yuanwei Liu, Xuetao Li, Xuanye Fei, He Huang, Zheng WANG, Miao Li
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DAPPER: Discriminability-Aware Policy-To-Policy Preference-Based Reinforcement Learning for Query-Efficient Robot Skill Acquisition AI summary
Yuki Kadokawa, Jonas Frey, Takahiro Miki, Takamitsu Matsubara, Marco Hutter
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Impedance Control Design Framework Using Commutative Map Between SE(3) and se(3) AI summary
Jonghyeok Kim, Minchang Sung, Youngjin Choi, Jonghoon Park, Wan Kyun Chung
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Feasible Rolling Trajectory Generation and Control for Tensegrity Robots AI summary
Songyuan Liu, Qingkai Yang, Zichen Tao, Yun Gui, Jiaxu Shi, Hao Fang
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Decentralized Admittance Control for a Multi�manipulator System: Theory and Experiments AI summary
Graziano Carriero, Monica Sileo, Sebastiano Fregnan, Francesco Pierri, Fabrizio Caccavale, Yiannis Karayiannidis
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Reference-Free Sampling-Based Model Predictive Control AI summary
Fabian Schramm, Pierre Fabre, Nicolas Perrin-Gilbert, Justin Carpentier
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Structure-Exploiting Sequential Quadratic Programming for Model-Predictive Control AI summary
Armand Jordana, Sebastien Kleff, Avadesh Meduri, Justin Carpentier, Nicolas Mansard, Ludovic Righetti
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A Computationally Efficient Nonparametric Approach for Robot Imitation Learning AI summary
Yijin Wang, Shaokang Wu, Chen Liu, Chuankai Zhang, João Silvério, Yanlong Huang
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A MATLAB/Simulink-Based Sim2Real Control Framework for the Unitree G1 Using ROS 2 and MuJoCo AI summary
Leffer Trochez, Nicanor Quijano, Jorge Lopez-Jimenez, Carlos Francisco Rodriguez Herrera
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Placeit! a Framework for Learning Robot Object Placement Skills AI summary
Amina Ferrad, Johann Huber, François Hélénon, Julien Gleyze, Mahdi Khoramshahi, Stéphane Doncieux
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Learning Dynamical System-Based Robot Motions from Demonstrations Via ODE-Driven Diffeomorphic Mappings AI summary
Haoyu Zhang, Long Cheng
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Image-Based Closed-Loop Control of a Robotically Steerable Endoscopic Cannula for Minimally Invasive Neurosurgery AI summary
Nidhi Malhotra, Revanth Konda, Jaydev P. Desai
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Multi-Robot Trajectory Planning Via Constrained Bayesian Optimization and Local Cost Map Learning with STL-Based Conflict Resolution AI summary
Sourav Raxit, Abdullah Al Redwan Newaz, Jose Fuentes, Paulo Padrao, Ana Cavalcanti, Leonardo Bobadilla
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Unified Generation-Refinement Planning: Bridging Guided Flow Matching and Sampling-Based MPC for Social Navigation AI summary
Kazuki Mizuta, Karen Leung
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Emergent Co-Adaptive Strategies in Heterogeneous Multi-Robot Systems Via Meta-Learning AI summary
Hexiang Zheng, Xvchun He, Yuan Gao
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Multi-Robot Segregation Using Finite-Time MPC with Chernoff Bound-Based Asynchronous Motion Smoothing AI summary
Richa Dubey, Shreyash Gupta, Saurabh Chaudhary, Niladri Sekhar Tripathy, Suril Vijaykumar Shah
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Dynamic Movement Primitives with Control Barrier Functions for Constrained Trajectory Planning AI summary
Federico Vesentini, Daniele Meli, Nicola Sansonetto, Luca Di Persio, Riccardo Muradore
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ViSA-Flow: Accelerating Robot Skill Learning Via Large-Scale Video Semantic Action Flow AI summary
Changhe Chen, Quantao Yang, Xiaohao Xu, Nima Fazeli, Olov Andersson
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RENet: Fault-Tolerant Motion Control for Quadruped Robots Via Redundant Estimator Networks under Visual Collapse AI summary
Yueqi ZHang, Quancheng Qian, Taixian Hou, Peng Zhai, Xiaoyi Wei, Kangmai Hu, Jiafu Yi, Lihua ZHang
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Influence of Gripper Design on Human Demonstration Quality for Robot Learning AI summary
Gina Georgadarellis, Natalija Beslic, Seonhun Lee, Frank Sup IV, Meghan Huber
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Hybrid Diffusion Policies with Projective Geometric Algebra for Efficient Robot Manipulation Learning AI summary
Xiatao Sun, Yuxuan Wang, Shuo Yang, Yinxing Chen, Daniel Rakita
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Robust Robot Navigation through Failure-Aversion Learning AI summary
Zhifeng Yu, Xuyang Li, Jianwu Fang, Guangliang Li, Jianru Xue
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STATE-NAV: Stability-Aware Traversability Estimation for Bipedal Navigation on Rough Terrain AI summary
Ziwon Yoon, Lawrence Y. Zhu, Jingxi Lu, Lu Gan, Ye Zhao
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PeRoI: A Pedestrian-Robot Interaction Dataset for Learning Avoidance, Neutrality, and Attraction Behaviors in Social Navigation AI summary
Subham Agrawal, Nico Ostermann-Myrau, Nils Dengler, Maren Bennewitz
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EgoMI: Learning Active Vision and Whole-Body Manipulation from Egocentric Human Demonstrations AI summary
Justin Yu, Yide Shentu, Di Wu, Pieter Abbeel, Ken Goldberg, Shiyao Wu
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SoftMimicGen: A Data Generation System for Scalable Robot Learning in Deformable Object Manipulation AI summary
Masoud Moghani, Mahdi Azizian, Animesh Garg, Yuke Zhu, Sean Huver, Ajay Uday Mandlekar
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PLOP: Particle Filtering for Learning Object Physics from Robot Interaction Videos AI summary
Junyu Nan, Sergey Zakharov, Kris Kitani
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Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape AI summary
Sara Federico, Marco Costanzo, Marco De Simone, Ciro Natale
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MUJICA: Multi-Skill Unified Joint Integration of Control Architecture for Wheeled-Legged Robots AI summary
Yuqi LI, Peng Zhai, Yueqi ZHang, Xiaoyi Wei, Quancheng Qian, Zhengxu He, Qianxiang Yu, Lihua ZHang
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Consensus Driven Dynamical Systems Control for Dual-Arm Handover AI summary
Debojit Das, Siddhi Jain, Rajesh Kumar, Harish Palanthandalam-Madapusi
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RoboPCA: Pose-Centered Affordance Learning from Human Demonstrations for Robot Manipulation AI summary
Zhanqi Xiao, Ruiping Wang, Xilin Chen
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Dexora: Open-Source VLA for High-DoF Bimanual Dexterity AI summary
Hang Zhao, Pengwei Wang, Shanghang Zhang,, Guocai Yao, Jianyu Chen, Hongyang Li, Hao Zhao
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Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution AI summary
Humphrey James Lee Munn, Brendan Tidd, Peter Bohm, Marcus Gallagher, David Howard
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MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos AI summary
Rutav Shah, Shuijing Liu, Qi Wang, Zhenyu Jiang, Sateesh Kumar, Mingyo Seo, Roberto Martín-Martín, Yuke Zhu
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