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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2842 result(s) for “Model Learning for Control” Page 3 of 57
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AMPLIFY: Actionless Motion Priors for Robot Learning from Videos AI summary
Jeremy Collins, Lorand Cheng, Kunal Aneja, Albert Wilcox, Benjamin Joffe, Animesh Garg
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Iterative Learning-Based Centre-Of-Mass Impedance Control for Articulated-Soft Humanoid Robots AI summary
Yibin Wang, Lin Zhou, Sacha Morris, Shan Luo, Emmanouil Spyrakos-Papastavridis
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Simple Models, Real Swimming: Digital Twins for Tendon-Driven Underwater Robots AI summary
Mike Yan Michelis, Nana Obayashi, Josie Hughes, Robert Kevin Katzschmann
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User-Tailored Learning to Forecast Walking Modes for Exosuits AI summary
Gabriele Abbate, Enrica Tricomi, Nathalie Gierden, Alessandro Giusti, Lorenzo Masia, Antonio Paolillo
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Kungfubot2: Learning Versatile Motion Skills for Humanoid Whole-Body Control AI summary
Jinrui Han, Weiji Xie, Jiakun Zheng, Jiyuan Shi, Weinan Zhang, Ting Xiao, Chenjia Bai
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Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale AI summary
Tobias Thomas Jülg, Pierre Krack, Seongjin Bien, Yannik Blei, Khaled Gamal, Ken Nakahara, Johannes Hechtl, Roberto Calandra, Wolfram Burgard, Florian Walter
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Deep Photonic Reservoir Computer Meets UAV Control: An Ultra-Fast Learning-Based Compensator for Agile Flight in Confined Space AI summary
Qinxiao Ma, Ruiqian Li, Cheng Wang, Yang Wang
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HoMeR: Learning In-The-Wild Mobile Manipulation Via Hybrid Imitation and Whole-Body Control AI summary
Priya Sundaresan, Rhea Malhotra, Phillip Miao, Jingyun Yang, Jimmy Wu, Hengyuan Hu, Rika Antonova, Francis Engelmann, Dorsa Sadigh, Jeannette Bohg
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Non-Contact Tactile Perception in Human-Robot Interaction: Deep Learning-Enhanced Super-Resolution Spatial Sensing AI summary
Shuyao Zhou, Jikai Liang, Zhengjie Zhu, Kong Depeng, Zhiao He, Honghao Lyu, Geng Yang
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CBF-RL: Safety Filtering Reinforcement Learning in Training with Control Barrier Functions AI summary
Lizhi Yang, Blake Werner, Massimiliano de Sa, Aaron Ames
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SaferPath: Hierarchical Visual Navigation with Learned Guidance and Safety-Constrained Control AI summary
Lingjie Zhang, Zeyu Jiang, Changhao Chen
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Learning Sidewalk Autopilot from Multi-Scale Imitation with Corrective Behavior Expansion AI summary
Honglin He, Yukai Ma, Brad Squicciarini, Wayne Wu, Bolei Zhou
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Minimal Intervention Shared Control with Guaranteed Safety under Non-Convex Constraints AI summary
Shivam Chaubey, Francesco Verdoja, Shankar Deka, Ville Kyrki
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Full-Scale Autonomous Highway Inspection with Quadruped Robot: Multi-Level Locomotion Learning in Complex Environments AI summary
Chenxiang Ma, Chengcheng Xu, Feng Wang
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ExBody2: Advanced Expressive Humanoid Whole-Body Control AI summary
Mazeyu Ji, Xuanbin Peng, Fangchen Liu, Jialong LI, Ge Yang, Xuxin Cheng, Xiaolong Wang
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CMoE: Contrastive Mixture of Experts for Motion Control and Terrain Adaptation of Humanoid Robots AI summary
Shihao Ma, Hongjin Chen, Zijun Xu, Yi Zhao, Ke Wu, Ruichen Yang, Leyao Zou, Zhongxue Gan, Wenchao Ding
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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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Learning Maximal Safe Sets Using Hypernetworks for MPC-Based Local Trajectory Planning in Unknown Environments AI summary
Bojan Derajic, Mohamed-Khalil Bouzidi, Sebastian Bernhard, Wolfgang Hoenig
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Adaptor: Advancing Assistive Teleoperation with Few-Shot Learning and Cross-Operator Generalization AI summary
Yu Liu, Yihang Yin, Tianlv Huang, Fei Yan, Yuan Xu, Weinan Hong, Wei Han, Yue Cao, Xiangyu Chen, Zipei Fan, Xuan Song
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Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
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ActivePusher: Active Learning and Planning with Residual Physics for Nonprehensile Manipulation AI summary
Zhuoyun Zhong, Seyedali Golestaneh, Constantinos Chamzas
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AirIO: Learning Inertial Odometry with Enhanced IMU Feature Observability AI summary
Yuheng Qiu, CAN XU, Yutian Chen, Shibo Zhao, Junyi Geng, Sebastian Scherer
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Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study AI summary
Gi-gwang Baek, DongWook Kim
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SafeFlowMPC: Predictive and Safe Trajectory Planning for Robot Manipulators with Learning-Based Policies AI summary
Thies Oelerich, Gerald Ebmer, Christian Hartl-Nesic, Andreas Kugi
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Towards Massively Parallel Motion Planning with Inverse Dynamics AI summary
Ioannis Tsikelis, Enrico Mingo Hoffman
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Robust Online Residual Refinement Via Koopman-Guided Dynamics Modeling AI summary
Zhefei Gong, Shangke Lyu, Pengxiang Ding, Wei Xiao, Donglin Wang
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Path Tracking Control for a Transformable Wheel-Legged Robot Using Model Predictive Control AI summary
Chongping Sun, Na Zhao, Kaijie Zhao, Yudong Luo, Yantao Shen
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Multi-View Gating Unit with KL-Based Alignment Toward Real-World Robot Control AI summary
Kei Igarashi, Shingo Murata
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Real-Time Learning of Predictive Dynamic Obstacle Models for Robotic Motion Planning AI summary
Stella Kombo, Joel Burdick, Masih Haseli, Skylar X. Wei
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A Model Predictive Control Approach to Blending in Shared Control AI summary
Elio Jabbour, Margot Vulliez, Célestin Préault, Vincent Padois
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Large Pre-Trained Models and Few-Shot Fine-Tuning for Virtual Metrology: A Framework for Uncertainty-Driven Adaptive Process Control in Semiconductor Manufacturing AI summary
Chin-Yi Lin, Tzu-Liang (Bill) Tseng, Solayman Hossain Emon, Tsung-Han Tsai
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Agile in the Face of Delay: Asynchronous End-To-End Learning for Real-World Aerial Navigation AI summary
Yude Li, Zhexuan Zhou, Huizhe Li, Youmin Gong, Jie Mei
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Vision-Based Policy Learning for High-Speed Autonomous Racing AI summary
Haoran Xu, Xianwei Chen, Yilin Lang, Qinyuan Ren
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DeepSkate: Reinforcement Learning of a Robust Controller for Energy Efficient Quadruped Skating AI summary
James Florin Petri, Gerard Lacey
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Efficient and Versatile Quadrupedal Skating: Optimal Co-Design Via Reinforcement Learning and Bayesian Optimization AI summary
Hanwen Wang, Zhenlong Fang, Josiah Hanna, Xiaobin Xiong
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LP-MPPI: Low-Pass Filtering for Efficient Model Predictive Path Integral Control AI summary
Piotr Kicki
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Offline-Trained GAN-Augmented Highly Adaptive Control with Multi-DoF Fusion for Pneumatic Soft Surgical Robots AI summary
Yuxi Lu, Zhongchao Zhou, Dongliang Zheng, yanmin Zhou, Zhipeng Wang, Shuo Jiang, Wenwei Yu, Bin He
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EasyMimic: A Low-Cost Framework for Robot Imitation Learning from Human Videos AI summary
Tao Zhang, Song Xia, Ye Wang, Qin Jin
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TeNet: Text-To-Network for Compact Policy Synthesis AI summary
Ariyan Bighashdel, Kevin Sebastian Luck
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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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Quality over Quantity: Demonstration Curation via Influence Functions for Data-Centric Robot Learning AI summary
Haeone Lee, Taywon Min, Junsu Kim, Sinjae Kang, Fangchen Liu, Lerrel Pinto, Kimin Lee
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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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Learning Fast, Tool-Aware Collision Avoidance for Collaborative Robots AI summary
Joonho Lee, Yunho Kim, Seok Joon Kim, Van Quan Nguyen, Young Jin Heo
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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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Time-Optimal Trajectory Planning and Model Predictive Control of Morphing Quadrotors AI summary
Qiuyu Wang, Na Zhao, Chaojun Qin, Xiyu Ke, Yudong Luo, Yantao Shen
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Feedforward Pressure-Regulated Position Control of Soft Ballooning Actuators Using a Modified Prandtl�Ishlinskii Model AI summary
Nashil Sowaruth, Nicolas Herzig
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Time-Series Data-Driven Three Dimensional Shape Control of Deformable Linear Objects Using a Dual-Arm Robot with Dynamic Model Updating AI summary
Jiyoung Choi, Micheale Haileslassie Gebrezgiher, Donggun Lee, Ayoung Hong
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From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation AI summary
Wenshuo Wang, Ruiteng Zhao, Tat Joo Teo, Marcelo H Ang Jr, Haiyue Zhu
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Autonomous UAV�Quadruped Docking in Complex Terrains Via Active Posture Alignment and Constraint-Aware Control AI summary
Haozhe Xu, Cheng Cheng, Hongrui Sang, Zhipeng Wang, Qiyong He, Xiuxian Li, Bin He
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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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