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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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934 result(s) for “Model-Predictive Control” Page 2 of 19
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Feedback-MPPI: Fast Sampling-Based MPC Via Rollout Differentiation � Adios Low-Level Controllers AI summary
Tommaso Belvedere, Michael Ziegltrum, Giulio Turrisi, Valerio Modugno
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Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction AI summary
Ze Zhang, Georg Hess, Junjie Hu, Emmanuel Dean, Lennart Svensson, Knut Akesson
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Real-Time Linear MPC for Quadrotors on SE(3): An Analytical Koopman-Based Realization AI summary
Santosh Mohan Rajkumar, Chengyu Yang, Yuliang Gu, Sheng Cheng, NAIRA HOVAKIMYAN, Debdipta Goswami
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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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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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Plantar Compensation Via Dynamic Control of Pneumatic Insoles for Flatfoot Deformity AI summary
Bin Zhang, Yan Guo, Yijun Zhang, Jingang Yi, Binrui Wang, Tao Liu, WENYANG LI, Long He
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Graph Neural Planning and Predictive Control for Multi-Robot Communication-Constrained Unlabeled Motion Planning AI summary
Manohari Goarin, Yang Zhou, Giuseppe Loianno
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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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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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SaferPath: Hierarchical Visual Navigation with Learned Guidance and Safety-Constrained Control AI summary
Lingjie Zhang, Zeyu Jiang, Changhao Chen
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Closed-Loop Trajectory Optimization of Deformable Linear Objects for Dynamic Motions AI summary
Marc Kilian Klankers, Jochen J. Steil
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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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Autonomous Block Assembly for Boom Cranes with Passive Joint Dynamics: Integrated Vision MPC Control AI summary
Gerald Ebmer, Minh Nhat Vu, Tobias Glück, Wolfgang Kemmetmueller
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Predictive Admittance Control for Aerial Physical Interaction AI summary
Ayham Alharbat, Chiara Gabellieri, Abeje Yenehun Mersha, Antonio Franchi
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L-BIRD: Lightweight Bio-Inspired Rotary-Wing Drone AI summary
Xuwen Guo, Mingxuan Zhu, Yinghong Tian
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DexTele: A Dual-Arm Dexterous Teleoperation System Based on Motion Retargeting and Adaptive Force Control AI summary
yuanchuan lai, Qing Gao, Ziyan Liang, Xianfeng Cheng, Junjie Hu, Zhaojie Ju
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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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Fluoroscopy-Constrained Magnetic Robot Control Via Zernike-Based Field Modeling and Nonlinear MPC AI summary
Xinhao Chen, Hongkun Yao, Anuruddha Bhattacharjee, Suraj Raval, Lamar Mair, Yancy Diaz-Mercado, Axel Krieger
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Learning What Matters: Task Tailored Dynamics Models through Differentiable MPC AI summary
Jan Węgrzynowski, Piotr Kicki, Grzegorz Czechmanowski, Krzysztof, Tadeusz Walas
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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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Load-Bearing Assessment for Safe Locomotion of Quadruped Robots on Collapsing Terrain AI summary
Vivian Suzano Medeiros, Giovanni Battista Dessy, Thiago Boaventura, Marcelo Becker, Claudio Semini, Victor Barasuol
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Integrated Planning and Control on Manifolds: Factor Graph Representation and Toolkit AI summary
PEIWEN YANG, Weisong Wen, Runqiu Yang, Yuanyuan Zhang, Jiahao Hu, Yingming Chen, Naigui XIAO, Jiaqi ZHAO
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Vertical-Plane Locomotion Control of a High-Speed Robotic Tuna Via NMPC AI summary
Ru Tong, Sijie Li, Di Chen, Zhengxing Wu, Junzhi Yu
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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
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CoorGrasp: Coordinated Contact Control for Adaptive Dexterous Grasping under Uncertainty AI summary
Mingrui Yu, Yongpeng Jiang, Yongyi Jia, Yi Ren, Xiang LI
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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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Whole-Body Inverse Dynamics MPC for Legged Loco-Manipulation AI summary
Lukas Molnar, Jin Cheng, Gabriele Fadini, Dongho Kang, Fatemeh Zargarbashi, Stelian Coros
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Context-Triggered Contingency Games for Strategic Multi-Agent Interaction AI summary
Kilian Schweppe, Anne-Kathrin Schmuck
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Receding Horizon Reinforcement Learning with Autoregressive Model for Motion Control of Autonomous Vehicles AI summary
Xin Yin, Haotian CAO, Xinglong Zhang, Qingwen Ma, Xin Xu, Haibin Xie
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Bridging Large-Model Reasoning and Real-Time Control Via Agentic Fast-Slow Planning AI summary
Jiayi Chen, Shuai Wang,∗, Guangxu Zhu,∗, and Chengzhong Xu
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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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In-Situ Automated Robotic Crown Preparation with MPC-Based Adaptive Control AI summary
Heng Liu, Huayu Fang, Shizhu Bai, Yimin Zhao, Junchen Wang
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Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots AI summary
Lorenzo Amatucci, Joao Moreira de Sousa Pinto, Giulio Turrisi, Dominique Orban, Victor Barasuol, Claudio Semini
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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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First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling AI summary
Alexander Davydov, Franck Djeumou, Marcus Greiff, Makoto Suminaka, Michael Thompson, John Subosits, Thomas Lew
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Guaranteed Robust Nonlinear MPC Via Disturbance Feedback AI summary
Antoine Leeman, Johannes Köhler, Melanie N. Zeilinger
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RUMI: Rummaging Using Mutual Information AI summary
Sheng Zhong, Nima Fazeli, Dmitry Berenson
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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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Morphogenetic Assembly and Adaptive Control for Heterogeneous Modular Robots AI summary
Chongxi Meng, Da Zhao, Yifei Zhao, Minghao Zeng, Yanmin Zhou, Zhipeng Wang, Bin He
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IMPASTO: Integrating Model-Based Planning with Learned Dynamics Models for Robotic Oil Painting Reproduction AI summary
Yingke Wang, Hao Li, Yifeng Zhu, Hong-Xing Yu, Ken Goldberg, Li Fei-Fei, Jiajun Wu, Yunzhu Li, Ruohan Zhang
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Distributed NMPC for Cooperative Aerial Manipulation of Cable-Suspended Loads AI summary
Nicola De Carli, Riccardo Belletti, Emanuele Buzzurro, Andrea Testa, Giuseppe Notarstefano, Marco Tognon
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The Trajectory Bundle Method: Unifying Sequential-Convex Programming and Sampling-Based Trajectory Optimization AI summary
Kevin Tracy, John Zhang, Jon Arrizabalaga, Stefan Schaal, Tom Erez, Yuval Tassa, Zachary Manchester
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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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Adaptive Non-Linear Centroidal MPC with Stability Guarantees for Robust Locomotion of Legged Robots AI summary
Mohamed Elobaid, Giulio Turrisi, Lorenzo Rapetti, Giulio Romualdi, Stefano Dafarra, Tomohiro Kawakami, Tomohiro Chaki, Takahide Yoshiike, Claudio Semini, Daniele Pucci
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Multi-Robot Collision Avoidance with Probabilistic Mahalanobis Distance Constraints AI summary
Zhaodong Chen, Dingfu Liu, Chuqing Feng, Yunxiao Shan
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A Self-Rotating Tri-Rotor UAV for Field-Of-View Expansion and Autonomous Flight AI summary
Xiaobin Zhou, Zihao Zheng, Aoxu Jin, Lei Qiang, Bo Zhu
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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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Navigating Narrow Spaces: A Comprehensive Framework for Agricultural Robots AI summary
Geesara Kulathunga, Abdurrahman Yilmaz, Zhuoling Huang, Ibrahim Hroob, Leonardo Guevara, Jaspreet Singh, Grzegorz Cielniak, Marc Hanheide
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Probabilistically-Safe Bipedal Navigation Over Uncertain Terrain Via Conformal Prediction and Contraction Analysis AI summary
Kasidit Muenprasitivej, Ye Zhao, Glen Chou
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ASMA: An Adaptive Safety Margin Algorithm for Vision-Language Drone Navigation Via Scene-Aware Control Barrier Functions AI summary
Sourav Sanyal, Kaushik Roy
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