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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 5 of 57
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Ro-To-Go! Robust Reactive Control with Signal Temporal Logic AI summary
Roland Ilyes, Lara Brudermüller, Nick Hawes, Bruno Lacerda
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Data-Driven Control Optimization on Frequency Response for Fast and Precise Motion of Flexible Joint Robots AI summary
Deokjin Lee, Junho Song, Sehoon Oh
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QP-Based Inner-Loop Control for Constraint-Safe and Robust Trajectory Tracking for Aerial Robots AI summary
Lorenzo Balandi, Paolo Robuffo Giordano, Marco Tognon
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Lagrangian Neural Network-Based Control: Improving Robotic Trajectory Tracking Via Linearized Feedback AI summary
Manuel Weiss, Alexander Pawluchin, Jan-Hendrik Ewering, Thomas Seel, Ivo Boblan
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Multi-Task Reinforcement Learning of Drone Aerobatics by Exploiting Geometric Symmetries AI summary
Zhanyu Guo,, Zikang Yin,, Guobin Zhu,, Shiliang Guo, and Shiyu Zhao∗
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Single-Instance Sampling for Computationally Efficient and Accurate Real-Time Task Space MPPI Control AI summary
Dongwhan Kim, Euncheol Im, Yujin Kim, Myo-Taeg Lim, Yisoo Lee
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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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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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MIMO: A Multimodal Imitation Learning Framework for Mobile Manipulation with Exoskeleton-VR Teleoperation AI summary
Jie Mei, Xinkai Wu, Yue Zhang, Tao Song, Zhongxia Xiong
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Informed Federated Learning to Train a Robotic Arm Inverse Dynamic Model AI summary
Gabriel Jimenez-Perera, Brayan Valencia-Vidal, Niceto R. Luque, Eduardo Ros, Francisco Barranco
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Uncertainty Guided Exploratory Trajectory Optimization for Sampling-Based Model Predictive Control AI summary
Oguzhan Goktug Poyrazoglu, Yukang Cao, Rahul Moorthy Mahesh, Volkan Isler
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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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Second Order Sliding Mode Control of Flying Wing Aircraft Based on Feedforward Neural Networks AI summary
Yuecheng Song, Zhenbao Liu, Junwei Han, jinbiao yuan, Wen Zhao, Qingqing Dang
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Learning Forward Looking Adaptation to Dynamic Payloads for Quadruped Locomotion Via Physics-Informed Neural Networks AI summary
Oscar Youngquist, Hao Zhang
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Opt2Skill: Imitating Dynamically-Feasible Whole-Body Trajectories for Versatile Humanoid Loco-Manipulation AI summary
Fukang Liu, Zhaoyuan Gu, Yilin Cai, Ziyi Zhou, Hyunyoung Jung, Jaehwi Jang, Shijie Zhao, Sehoon Ha, Yue Chen, Danfei Xu, Ye Zhao
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Vision-Guided Outdoor Flight and Obstacle Evasion Via Reinforcement Learning AI summary
Shiladitya Dutta, Aayush Gupta, Varun Saran, Avideh Zakhor
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Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process AI summary
Hadi Hosseinionari, Mohammad Bajelani, Klaske van Heusden, Abbas S. Milani, Rudolf Seethaler
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DexCtrl: Sim-To-Real Dexterity with Adaptive Controller Learning AI summary
Shuqi Zhao, Ke Yang, Yuxin Chen, Chenran Li, Yichen Xie, Xiang Zhang, Changhao Wang, Masayoshi Tomizuka
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Sym-Servo: Disambiguate Symmetric Object Pose by End-To-End Optimal Visual Servo AI summary
Shuxin li, Anzhe Chen, Haojian Lu, Rong Xiong, Yue Wang
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FALCO: Foundation Model Guided Active Learning for Cost-Effective Off-Road Freespace Detection AI summary
Shuai Wang, Chenxin Li, Yintong Chen, Yaobo Jia, Hongze Li, Chen Min, Jilin Mei, Huijing Zhao
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Learning Multiple Initial Solutions to Optimization Problems AI summary
Elad Sharony, Heng Yang, Tong Che, Marco Pavone, Shie Mannor, Peter Karkus
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Low-Latency Event-Based Velocimetry for Quadrotor Control in a Narrow Pipe AI summary
Leonard Bauersfeld, Davide Scaramuzza
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Investigation of Multiple Buoyancy Controller Equipped Underwater Glider Robot Modeling for Control System Development and Gliding Simulation AI summary
Luis Canete, Jun Niel Paquibot, Masaharu Matsumoto, Takayuki Takahashi
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Nonlinear Predictive Control of the Continuum and Hybrid Dynamics of a Suspended Deformable Cable for Aerial Pick and Place AI summary
Antonio Rapuano, Yaolei Shen, Federico Califano, Chiara Gabellieri, Antonio Franchi
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Simultaneous Deep Model-Based Reinforcement Learning and State Inference under Partial Observability AI summary
William Cong, Josiah Hanna
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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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Learning Affordances at Inference-Time for Vision-Language-Action Models AI summary
Ameesh Shah, William Chen, Adwait Godbole, Federico Mora, Sanjit A. Seshia, Sergey Levine
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Look, Focus, Act: Efficient and Robust Robot Learning Via Human Gaze and Foveated Vision Transformers AI summary
Ian Chuang, Jinyu Zou, Andrew Lee, Dechen Gao, Iman Soltani
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Deep Reinforcement Learning for Reach-Avoid-Stay Problems AI summary
Gabriel Chenevert, Jingqi Li, Achyuta Kannan, Sangjae Bae, Donggun Lee
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NaviGait: Navigating Dynamically Feasible Gait Libraries Using Deep Reinforcement Learning AI summary
Neil Janwani, Varun Madabushi, Maegan Tucker
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Physics-Based Reduced-Order Modeling of Magnetic Microparticle Swarms for Biomedical Control AI summary
Boudehane Fadal, Lyès Mellal, Trung Son DO, David Folio, Antoine Ferreira
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Shared Haptic Control for Surgical Skill Transfer on a Dual-Console Da Vinci Research Kit AI summary
Xiangyi Le, Nan Jiang, Pucheng Shao, Brendan Burkhart, Peter Kazanzides, Ugur Tumerdem
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TeachingBot: Robot Teacher for Human Handwriting AI summary
Zhimin Hou, Cunjun Yu, David Hsu, Haoyong Yu
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START: Traversing Sparse Footholds with Terrain Reconstruction AI summary
Ruiqi Yu, Qianshi Wang, Hongyi Li, Jun Zheng, Zhicheng Wang, Jun Wu, Qiuguo Zhu
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OccLLaMA: A Unified Occupancy-Language-Action World Model for Enhancing Motion Planning Via Multi-Task Learning AI summary
Julong Wei, Shanshuai Yuan, Pengfei Li, Xinyi Quan, Lei Tai, Jieru Zhao, Zhongxue Gan, Wenchao Ding
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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 Neuro-Inspired Control Architecture to Enhance Robot Self-Preservation and Adaptation in Autonomous Navigation Tasks AI summary
Andrea Usai, Alessandro Rizzo
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Learning to Drive Anywhere with Model-Based Reannotation AI summary
Noriaki Hirose, Lydia Ignatova, Kyle Stachowicz, Catherine Glossop, Sergey Levine, Dhruv Shah
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TOCALib: Optimal Control Library with Interpolation for Bimanual Manipulation and Obstacles Avoidance AI summary
Yulia Danik, Dmitry Makarov, Aleksandra Arkhipova, Sergei Davidenko, Aleksandr Panov
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Reward-Free Continual Adaptation for Resilient Space Robots AI summary
Andrej Orsula, Miguel A. Olivares-Mendez, Carol Martinez
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MLA: A Multisensory Language�Action Model for Multimodal Understanding and Forecasting in Robotic Manipulation AI summary
Zhuoyang Liu, Jiaming Liu, Jiadong XU, Nuowei Han, Chenyang Gu, Hao Chen, kaichen zhou, Renrui Zhang, Kai Chin Hsieh, Kun Wu, Zhengping Che, Jian Tang, Shanghang Zhang
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LPV-MPC for Lateral Control in Full-Scale Autonomous Racing AI summary
Hassan Jardali, Ihab S. Mohamed, Durgakant Pushp, Lantao Liu
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Enhancing Robot Learning through Cognitive Reasoning Trajectory Optimization under Unknown Dynamics AI summary
Qingwei Dong, Tingting Wu, Peng Zeng, Chuanzhi Zang, Guangxi Wan, Shijie Cui
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Adaptive Robust Control for Rotation Tracking of a Soft Rotary Actuator with Hysteresis Compensation AI summary
Young Min Lee, Yeoil Yun, Hyungpil Moon, Hyouk Ryeol Choi, Yong Seok Ihn, Ja Choon Koo
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Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks AI summary
Vincent Kurtz, Joel Burdick
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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Design and Implementation of Elastic Structure Preserving Vibration Suppression Control for Flexible Link Robots Using IMU Measurements AI summary
Alexander Kitzinger, Hubert Gattringer, Andreas Müller
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Safety on the Fly: Constructing Robust Safety Filters via Policy Control Barrier Functions at Runtime AI summary
Luzia Knoedler, Oswin So, Ji Yin, Mitchell Black, Zachary Serlin, Panagiotis Tsiotras, Javier Alonso-Mora, Chuchu Fan
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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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Class-Agnostic Robotic Gaze Control Via Fast Normalized Cut AI summary
Andrej Lucny, Branislav Zigo, Igor Farka�
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