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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1605 result(s) for “Stable Dynamical System Learning” Page 1 of 33
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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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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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Behavior-Controllable Stable Dynamics Models on Riemannian Configuration Manifolds AI summary
Byeongho Lee, Yonghyeon Lee, Junsu Ha, Frank Park
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From Movement Primitives to Distance Fields to Dynamical Systems AI summary
Yiming Li, Sylvain Calinon
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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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Environment-Aware Learning of Smooth GNSS Covariance Dynamics for Autonomous Racing AI summary
Y. Deemo Chen, Arion Zimmermann, Thomas Berrueta, Soon-Jo Chung
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Learning Constraint-Aware Dynamical Systems from Human Demonstrations for Constrained Manipulation Tasks AI summary
Soyoun Sung, Keehoon Kim
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KALIKO: Kalman-Implicit Koopman Operator Learning for Prediction of Nonlinear Dynamical Systems AI summary
Albert H. Li, Ivan Dario Jimenez Rodriguez Rodriguez, Joel Burdick, Yisong Yue, Aaron Ames
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Stable Multi-Drone GNSS Tracking System for Marine Robots AI summary
Shuo Wen, Edwin Meriaux, Mariana Sosa Guzmán, Zhizun Wang, Junming(Clark) Shi, Gregory Dudek
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An Alignment-Based Approach to Learning Motions from Demonstrations AI summary
Alex Cuellar, Christopher K Fourie, Julie A. Shah
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Learning Conservative Neural Control Barrier Functions from Demonstrations AI summary
Ihab Tabbara, Hussein Sibai
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Learning-Based Observer for Coupled Disturbance AI summary
Jindou Jia, Meng Wang, Zihan Yang, Bin Yang, Yuhang Liu, Kexin Guo, Xiang Yu
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Prompt-To-State Stable Vision-Language MPC for Approximated Neural Network Dynamics a Case Study on Soft Robot Control AI summary
Nicotra Emanuele, James J. Davies, Kefan Zhu, Sharma Bibhu, Adrienne Ji, Phuoc Thien Phan, Hung Manh La, Nigel Hamilton Lovell, Thanh Nho Do
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A Self-Supervised Learning Approach with Differentiable Optimization for UAV Trajectory Planning AI summary
Yufei Jiang, Yuanzhu Zhan, Harsh vardhan Gupta, Chinmay Mahendra Borde, Junyi Geng
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SEEC: Stable End-Effector Control with Model-Enhanced Residual Learning for Humanoid Loco-Manipulation AI summary
Jaehwi Jang, Zhuoheng Wang, Ziyi Zhou, Feiyang Wu, Ye Zhao
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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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MTIL: Encoding Full History with Mamba for Temporal Imitation Learning AI summary
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Stable Gravity Compensation and 6-DoF Manipulation of a Tethered Magnetic Endoscope with an Optimized End-Effector AI summary
Ahmed HOSSAMELDIN, Redwan Dahmouche, Omar Tahri
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RhoMorph: Rhombus-Shaped Modular Robots for Stable, Medium-Independent Reconfiguration Motion AI summary
Jie Gu, Yirui Sun, Zhihao Xia, Tin Lun Lam, Chunxu Tian, Dan Zhang
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Dynamics Modeling of a Multi-UAV Slung Load System Using a Discrete-Link Cable Approach AI summary
Harvey Merton, Ian Hunter
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ES-HPC-MPC: Exponentially Stable Hybrid Perception Constrained MPC for Quadrotor with Suspended Payloads AI summary
Luis F. Recalde, Mrunal Sarvaiya, Giuseppe Loianno, Guanrui Li
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Neural Predictor for Flight Control with Payload AI summary
Ao Jin, Chenhao Li, Qinyi Wang, Ya Liu, Panfeng Huang, Fan Zhang
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A Stable Model Reference Adaptive Controller Developed for a Prosthetic Hand Wrist AI summary
Shifa Sulaiman, Paolino De Risi, Francesco Schetter, Fanny Ficuciello
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A Narwhal-Inspired Sensing-To-Control Framework for Small Fixed-Wing Aircraft AI summary
Fengze Xie, Xiaozhou Fan, Jacob Schuster, Yisong Yue, Gharib Morteza
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Taxonomy-Aware Dynamic Motion Generation on Hyperbolic Manifolds AI summary
Luis Augenstein, Noémie Jaquier, Tamim Asfour, Leonel Rozo
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SRPO: Self-Reflection Policy Optimization for Stable and Robust Autonomous Driving AI summary
Dejin Wang, Seyede Fatemeh Ghoreishi
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Bi-Hap: A Bi-Directional Learning-Based Control and Momentum-Based Haptic Feedback System for Dexterous In-Hand Telemanipulation AI summary
Haoyang Wang, Haoran Guo, Zhengxiong Li, Lingfeng Tao
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Asymptotically Stable Gait Generation and Instantaneous Walkability Determination for Planar Almost Linear Biped with Knees AI summary
Fumihiko Asano, NING LEI, Taiki Sedoguchi
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Learning Actuator-Aware Spectral Submanifolds for Precise Control of Continuum Robots AI summary
Paul Leonard Wolff, Hugo Buurmeijer, Luis Pabon, John Irvin Alora, Mark Leone, Roshan Kaundinya, Amirhossein Kazemipour, Robert Kevin Katzschmann, Marco Pavone
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PROFusion: Robust and Accurate Dense Reconstruction via Camera Pose Regression and Optimization AI summary
Siyan Dong, Zijun Wang, Lulu Cai, Yi Ma, Yanchao Yang
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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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Learning to Annotate Delayed and False AEB Events: A Practical System for Extreme Class Imbalance and Asymmetric Label Noise AI summary
Mengxiang Hao, Xin Jiang, Xinghao Huang, Wenliang Su, Zhiteng Wang, Junjie Rao, Xiaotian Yang, Wei Liao, Chengyu Han, Gen Liang, Yulun Song, Zhitao Xu, Xianpeng Lang
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JuggleRL: Mastering Ball Juggling with a Quadrotor Via Deep Reinforcement Learning AI summary
Shilong Ji, Yinuo Chen, Chuqi Wang, Jiayu Chen, Ruize Zhang, Feng Gao, Wenhao Tang, Shu'ang Yu, Sirui Xiang, Xinlei Chen, Chao Yu, Yu Wang
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Embodied Stability in a Minimally-Actuated Soft Robot for Autonomous Exploration AI summary
Lior Salem, Adam Vichik, Amir Gat, Yizhar Or
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Learning Neural Observer-Predictor Models for Limb-Level Sampling-Based Locomotion Planning AI summary
Abhijeet Mangesh Kulkarni, Ioannis Poulakakis, Guoquan (Paul) Huang
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A Pin-Array Structured Climbing Robot for Stable Locomotion on Steep Rocky Terrain AI summary
Keita Nagaoka, Kentaro Uno, Kazuya Yoshida
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Globally-Stable and Robust Image-Based Visual Servoing for Positioning with Respect to a Cylinder AI summary
Alessandro Colotti, Francois Chaumette
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The Actuator Pre-Filtering Approach to Control-Coherent Koopman LQR for Robot Systems Interacting with Compliant Environment AI summary
Jasmine Terrones, Harry Asada
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Graph-Based Multi-Agent Reinforcement Learning for Scalable UAV Formation Control and Target Tracking AI summary
Haowen Wang, Shuting Zhang, Guangchen Li
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Mixture-Of-Experts Policy for Smooth and Stable Multi-Posture Fall Recovery in Bipedal Robot AI summary
Haomin Rong, Yuying Chen, Zhiyong Xu, Lijie Xie, Qingyu Yan, Hui Cheng
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Bi-Stable Thin Soft Robot for In-Plane Locomotion in Narrow Space AI summary
xi wang, Yihan Liu, Junhao TU, Jung-Che Chang, Feiran Wang, Dragos Axinte, Xin Dong
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Differentiable Contact Dynamics for Stable Object Placement under Geometric Uncertainties AI summary
Linfeng Li, Gang Yang, Lin Shao, David Hsu
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Stable Object Placement Planning from Contact Point Robustness AI summary
Philippe Nadeau, Jonathan Kelly
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Safe and Optimal Variable Impedance Control Via Certified Reinforcement Learning AI summary
Shreyas Kumar, Ravi Prakash
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Stable Worker Intention Recognition Via Transformer and CRF-Ontology Decoding for Human�Robot Collaboration AI summary
Hwijin Park, HyunBin Kwon, Hyundo Lee, Cheol Woo Park, HAK YI
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OHMM-PA: A Learning from Demonstration Approach Using Online Hidden Markov Models with Path Planning AI summary
Jan Irsperger, Diego Fernandez Prado, and Eckehard Steinbach
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GIMloco: Generic Internal Model-Based Locomotion for Quadruped Robots AI summary
Zhonghuai Yan, Quan Quan
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T2M Mamba: Motion Periodicity-Saliency Coupling Approach for Stable Text-Driven Motion Generation AI summary
Xingzu Zhan, Chen Xie, Honghang Chen, Yixun Lin, Xiaochun Mai
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Switch: Learning Agile Skills Switching for Humanoid Robots AI summary
Yuen-Fui Lau, Qihan Zhao, Yinhuai WANG, Runyi Yu, Hok Wai Tsui, Qifeng Chen, Ping Tan
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Stable Trajectory Planning for Quadruped Robots using Terrain Features at Feet End AI summary
Congfei Li, Shuyue Lin, Shenwei Qu, Zhuoyuan Liu, Qingjun Yang, Max Q.-H. Meng, Yuxiang Sun
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