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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1653 result(s) for “Model Predictive Control” Page 2 of 34
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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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A Collision-Free Sway Damping Model Predictive Controller for Safe and Reactive Forestry Crane Navigation AI summary
Marc-Philip Ecker, Christoph Froehlich, Johannes Huemer, David Gruber, Bernhard Bischof, Tobias Glück, Wolfgang Kemmetmueller
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Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control AI summary
Zhen ZHANG, Xiangyu CHU, Yunxi TANG, Lulu ZHAO, Jing HUANG, Zhongliang Jiang, K. W. Samuel Au
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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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Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks AI summary
Vincent Kurtz, Joel Burdick
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Reachable Predictive Control: A Novel Control Algorithm for Nonlinear Systems with Unknown Dynamics and Its Practical Applications AI summary
Taha Shafa, Yiming Meng, Melkior Ornik
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One-Step Model Predictive Path Integral for Manipulator Motion Planning Using Configuration Space Distance Fields AI summary
Yulin LI, Tetsuro Miyazaki, Kenji Kawashima
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Reactive Whole-Body Control of Mobile Manipulators for Dynamic Target Tracking Via Adaptive-Predictive Visual Servoing AI summary
Andrea Monguzzi, Giuseppe Alfonso, Navvab Kashiri
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Safety-Critical and Distributed Nonlinear Predictive Controllers for Teams of Quadrupedal Robots AI summary
Basit Muhammad Imran, Jeeseop Kim, TAIZOON ALIASGAR CHUNAWALA, Alexander Leonessa, Kaveh Akbari Hamed
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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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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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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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Safe Model Predictive Diffusion with Shielding AI summary
Taekyung Kim, Keyvan Majd, Hideki Okamoto, Bardh Hoxha, Dimitra Panagou, Georgios Fainekos
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Step Placement Swing Control for Powered Knee-Ankle Prostheses AI summary
Michael Feldkamp, Rachel Gehlhar Humann
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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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Risk-Aware Control of Tendon-Driven Continuum Robots Via CVaR-MPPI with Residual Learning for Hysteresis Compensation : A Pilot Study AI summary
Dongjun Lee, DongWook Kim
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Predictive Local Planning with Multi-Step Reward and Q-Value Forecasting AI summary
Yuhan Du, Yuxiang Cui, Yulin Peng, Yiyuan Pan, Tianhao Cai, Yue Wang, Rong Xiong
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CERNet: Class-Embedding Predictive-Coding RNN for Unified Robot Motion, Recognition, and Confidence Estimation AI summary
Hiroki Sawada, Alexandre Pitti, Mathias Quoy
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Tactile Execution Monitoring of Robotic Manipulation Via Time-Series Based Predictive Encoding AI summary
Florian Voigt, Abdeldjallil Naceri, Sami Haddadin
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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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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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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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Planning of Robotic High Intensity Focused Ultrasound Ablation Via Predictive Models of Thermal Lesions AI summary
Francesca Parrotta, Iro Papagiannaki, Selene Tognarelli, Alessandro Diodato, Arianna Menciassi
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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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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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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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TaSA: Two-Phased Deep Predictive Learning of Tactile Sensory Attenuation for Improving In-Grasp Manipulation AI summary
Pranav Ponnivalavan, Satoshi Funabashi, Alexander Schmitz, Tetsuya Ogata, Shigeki Sugano
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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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Anticipating Degradation: A Predictive Approach to Fault Tolerance in Robot Swarms AI summary
James O'Keeffe
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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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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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Robotic Cell Manipulation at the Solid-Liquid Interface for Cryopreservation AI summary
Aojun Jiang, Han Yang, Haocong Song, Wenyuan Chen, Yu Sun, Zhuoran Zhang
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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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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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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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Legs Over Arms: On the Predictive Value of Lower-Body Pose for Human Trajectory Prediction from Egocentric Robot Perception AI summary
Nhat Le, Daeun Song, Xuesu Xiao
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PPGuide: Steering Diffusion Policies with Performance Predictive Guidance AI summary
Zixing Wang, Devesh Jha, Ahmed H. Qureshi, Diego Romeres
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Semantics-Aware Predictive Inspection Path Planning AI summary
Mihir Rahul Dharmadhikari, Kostas Alexis
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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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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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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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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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Air Compressor Control Optimization in Commercial Vehicles Using Reinforcement Learning AI summary
Fabian Schuppert,,∗, Raul Gorek,, Bodo Rosenhahn and Timo von Marcard
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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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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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Viscoelasticity-Based Mechanistic Modeling and Control of Bending Pneumatic Muscles AI summary
Zishuo Zhao, Baoguo Xu, Jiajin Wang, Jianwei Lai, Yifei Wang, Huijun Li, Aiguo Song
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