Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1605 result(s) for “Stable Dynamical System Learning” Page 10 of 33
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PSALM-V: Automating Symbolic Planning in Interactive Visual Environments with Large Language Models AI summary
Wang Bill Zhu, Miaosen Chai, Ishika Singh, Robin Jia, Jesse Thomason
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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AROSpect: A ROS 2 Timing Introspection Framework AI summary
Lukas Dust, Christopher Steven Timperley, Rong Gu
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COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning AI summary
Kohei Matsumoto, Yuki Tomita, Yuki Hyodo, Ryo Kurazume
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Underactuated Legged-Rolling Locomotion of a Minimal Two-Rod Tensegrity Robot with Self-Recovery Capability AI summary
Yanqiu Zheng, Yuxuan Xiang, YUETONG HE, Fumihiko Asano, Isao T. Tokuda
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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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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Mixed Reality-Based, Immersive, Semi-Autonomous Robotic Telemanipulation for the Execution of Peg-In-Hole Tasks AI summary
Shifei Duan, Francesco De Pace, Zhe Wang, Minas Liarokapis
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OTTO: Dynamics and Control of Wheeled Bipedal Jumping Robot AI summary
Paweekorn Buasakorn, Supachai Vongbunyong and Kitti Thamrongaphichartkul
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ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning AI summary
Yufeng Tian, Shuiqi Cheng, Tianming Wei, Tianxing Zhou, Yuanhang Zhang, Zixian Liu, Qianwei Han, Zhecheng Yuan, Huazhe Xu
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Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning AI summary
Christian Llanes, Kyle Williams, Spencer Jensen, Samuel Coogan
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Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training AI summary
Andy Li, Haoran Li, Aytac Teker, Mariana Hernandez-Rocha, Biruk Gebre, Karen Nolan J., Kishore Pochiraju, Damiano Zanotto
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Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
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Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control AI summary
Shiming He, Yuzhe Ding
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Omnidirectional Solid-State mmWave Radar Perception for UAV Power Line Collision Avoidance AI summary
Nicolaj Malle, Emad Ebeid
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Autonomous Docking Using LiDAR-Based Tracking and Adaptive Pose Selection: Closed-Loop Sea Trials AI summary
August Johansen Fors, Simon J. N. Lexau, Edmund Brekke, Miguel Hinostroza, Anastasios M. Lekkas, Morten Breivik
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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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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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CableSense: MuJoCo Simulation-Guided Neural Networks for Force Estimation in Cable-Driven Manipulators AI summary
states are recorded. (c) Force perception network uses D cable tension inputs to estimate external force.
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Autonomous Flights Inside Narrow Tunnels AI summary
Luqi Wang, Yan Ning, Hongming Chen, Peize Liu, Yang Xu, Hao Xu, Ximin Lyu and Shaojie Shen
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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A Continuum Robot with Programmable Tendon Routing for Desired Curve Generation AI summary
Kehong Zhou, Lifeng Zhu, Jinfeng Wu, Yurui Wen, Aiguo Song, Jessica Zhang
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An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation AI summary
Carmona David, Jun Yang, Haoyong Yu
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CADET: A Modular Platform for Evaluating Distributed Cooperative Autonomy in Connected Autonomous Vehicles AI summary
Pragya Sharma, Brian Wang, Mani Srivastava
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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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Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
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Robust Admittance Control of an Electric Underwater Manipulator for Precise Motion and Safe Contact Inspection of Hydraulic Structures AI summary
Fei Wang, haixin liu, lin cao, Shitong Hou, Guangming Song, Aiguo Song
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MS-CRL: Multi-Scale Global Path Planning with Progressive Curriculum Reinforcement Learning AI summary
Nan Zhou, Xuqing Hu, Yixin Zhou, Rui Zhu, Fan Zhou, Ye Li, Guangqiang Yin
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OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
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PAPL-SLAM: Principal Axis-Anchored Monocular Point-Line SLAM AI summary
Guanghao Li, Yu Cao, Qi Chen, Xin Gao, Yifan Yang, Jian Pu
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Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion Over Real-World Uneven Terrain AI summary
Feiyang Wu, Xavier Nal, Jaehwi Jang, Wei Zhu, Zhaoyuan Gu, Anqi Wu, Ye Zhao
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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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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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Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
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One-Shot Autofocus Via User-Adaptive Gaze Control for Robot-Assisted Microsurgery AI summary
Yao Guo, Guang-Zhong Yang
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Phase-Aware Policy Learning for Skateboard Riding of Quadruped Robots Via Feature-Wise Linear Modulation AI summary
Minsung Yoon, Jeil Jeong, Sung-eui Yoon
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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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Underactuated Multimodal Jumping Robot for Extraterrestrial Exploration AI summary
Neil R. Wagner, Justin K. Yim
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Robotic Exoskeleton with Mechanically Implemented Kinematic Synergy for Quadrupedal Gait of Rats AI summary
Takayuki Miyamoto, Andrey Mikhailov, Modar Hassan, Sandra Puentes, Taichi Hiraga, Hideaki Soya, Kenji Suzuki
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Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation AI summary
improving task performance.
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Toward Human Preference Optimization for Vision-Language-Action Models: A Pilot Study on the Limits of Imitation Learning AI summary
Tae-Won Lee, DongWook Kim
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Instrumentation for Imitation Learning: Enhancing Training Datasets for Clothes Hanger Insertion AI summary
Remko Proesmans, Thomas Lips, Francis wyffels
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SoftMimic: Learning Compliant Whole-body Control from Examples AI summary
Gabriel Margolis, Michelle Wang, Nolan Fey, Pulkit Agrawal
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GGD-SLAM: Monocular 3DGS SLAM Powered by Generalizable Motion Model for Dynamic Environments AI summary
Yi Liu, Haoxuan Xu, Hongbo Duan, Keyu Fan, Zhengyang Zhang, Peiyu Zhuang, Pengting Luo, Houde Liu
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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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Spatio-Temporal Consistent Semantic Mapping for Robotics Fruit Growth Monitoring AI summary
Cyrill Stachniss
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Deep Reinforcement Learning-Based Motion Planning and PDE Control for Flexible Manipulators AI summary
Amir Hossein Barjini, Seyed Adel Alizadeh Kolagar, Sadeq Yaqubi, Jouni Mattila
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A Modular Residual Learning Framework to Enhance Model-Based Approach for Robust Locomotion AI summary
Min-Gyu Kim, Dongyun Kang, Hajun Kim, Hae-Won Park
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Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations AI summary
Yasuhiro Kato, Thomas Westfechtel, Jen-Yen Chang, Naoki Morihira, Akinobu Hayashi, Tatsuya Harada, Takayuki Osa
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