Research Analyzer
← ICRA 2026

All Papers

2898 papers in this venue.

Clear
2843 result(s) for “Machine Learning for Robot Control” Page 9 of 57
Title & Authors Actions
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
 PDF
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
 PDF
Turning Disturbances into Actuation: Hierarchical Environment-Assisted MPC for USV Fault Recovery AI summary
Yang Hu, Sara Aldhaheri, Yanchao Wang, Peng Wu, Yuanchang Liu
 PDF
A Large Language Model-Based Mission Manager for Autonomous UAV Control AI summary
Milos Cihlar
 PDF
Point Cloud-Based Grasping for Soft Hand Exoskeleton AI summary
Chen Hu, Enrica Tricomi, Eojin Rho, Daekyum Kim, Lorenzo Masia, SHAN LUO, Letizia Gionfrida
 PDF
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
 PDF
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
 PDF
Multi-Robot Learning-Informed Task Planning under Uncertainty AI summary
Abhish Khanal, Abhishek Paudel, Hung Pham, Gregory Stein
 PDF
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
 PDF
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
 PDF
Lyapunov Stability-Driven Control Algorithm for Heterogeneous Multi-Robot Coordination AI summary
Fatemeh Rekabi Bana, Mazen Bahaidarah, Ognjen Marjanovic, Farshad Arvin
 PDF
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
 PDF
RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation AI summary
Xiangyu Chen, Chuhao Zhou, Yuxi Liu, Jianfei Yang
 PDF
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
 PDF
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
 PDF
Distributed First-Order and Second-Order Adaptive Hybrid Optimization for Multi-Robot Learning AI summary
Yilun Zhang, Xianghua Xie, Lu Zhang
 PDF
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
 PDF
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
 PDF
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
 PDF
Feasible Rolling Trajectory Generation and Control for Tensegrity Robots AI summary
Songyuan Liu, Qingkai Yang, Zichen Tao, Yun Gui, Jiaxu Shi, Hao Fang
 PDF
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
 PDF
Reference-Free Sampling-Based Model Predictive Control AI summary
Fabian Schramm, Pierre Fabre, Nicolas Perrin-Gilbert, Justin Carpentier
 PDF
Structure-Exploiting Sequential Quadratic Programming for Model-Predictive Control AI summary
Armand Jordana, Sebastien Kleff, Avadesh Meduri, Justin Carpentier, Nicolas Mansard, Ludovic Righetti
 PDF
A Computationally Efficient Nonparametric Approach for Robot Imitation Learning AI summary
Yijin Wang, Shaokang Wu, Chen Liu, Chuankai Zhang, João Silvério, Yanlong Huang
 PDF
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
 PDF
Placeit! a Framework for Learning Robot Object Placement Skills AI summary
Amina Ferrad, Johann Huber, François Hélénon, Julien Gleyze, Mahdi Khoramshahi, Stéphane Doncieux
 PDF
Learning Dynamical System-Based Robot Motions from Demonstrations Via ODE-Driven Diffeomorphic Mappings AI summary
Haoyu Zhang, Long Cheng
 PDF
Image-Based Closed-Loop Control of a Robotically Steerable Endoscopic Cannula for Minimally Invasive Neurosurgery AI summary
Nidhi Malhotra, Revanth Konda, Jaydev P. Desai
 PDF
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
 PDF
Unified Generation-Refinement Planning: Bridging Guided Flow Matching and Sampling-Based MPC for Social Navigation AI summary
Kazuki Mizuta, Karen Leung
 PDF
Emergent Co-Adaptive Strategies in Heterogeneous Multi-Robot Systems Via Meta-Learning AI summary
Hexiang Zheng, Xvchun He, Yuan Gao
 PDF
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
 PDF
Dynamic Movement Primitives with Control Barrier Functions for Constrained Trajectory Planning AI summary
Federico Vesentini, Daniele Meli, Nicola Sansonetto, Luca Di Persio, Riccardo Muradore
 PDF
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
 PDF
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
 PDF
Influence of Gripper Design on Human Demonstration Quality for Robot Learning AI summary
Gina Georgadarellis, Natalija Beslic, Seonhun Lee, Frank Sup IV, Meghan Huber
 PDF
Hybrid Diffusion Policies with Projective Geometric Algebra for Efficient Robot Manipulation Learning AI summary
Xiatao Sun, Yuxuan Wang, Shuo Yang, Yinxing Chen, Daniel Rakita
 PDF
Robust Robot Navigation through Failure-Aversion Learning AI summary
Zhifeng Yu, Xuyang Li, Jianwu Fang, Guangliang Li, Jianru Xue
 PDF
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
 PDF
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
 PDF
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
 PDF
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
 PDF
PLOP: Particle Filtering for Learning Object Physics from Robot Interaction Videos AI summary
Junyu Nan, Sergey Zakharov, Kris Kitani
 PDF
Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape AI summary
Sara Federico, Marco Costanzo, Marco De Simone, Ciro Natale
 PDF
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
 PDF
Consensus Driven Dynamical Systems Control for Dual-Arm Handover AI summary
Debojit Das, Siddhi Jain, Rajesh Kumar, Harish Palanthandalam-Madapusi
 PDF
RoboPCA: Pose-Centered Affordance Learning from Human Demonstrations for Robot Manipulation AI summary
Zhanqi Xiao, Ruiping Wang, Xilin Chen
 PDF
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
 PDF
Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution AI summary
Humphrey James Lee Munn, Brendan Tidd, Peter Bohm, Marcus Gallagher, David Howard
 PDF
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
 PDF