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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1653 result(s) for “Model Predictive Control” Page 1 of 34
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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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SIT-LMPC: Safe Information-Theoretic Learning Model Predictive Control for Iterative Tasks AI summary
Zirui Zang, Ahmad Amine, Nick-Marios Kokolakis, Truong Xuan Nghiem, Ugo Rosolia, Rahul Mangharam
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LP-MPPI: Low-Pass Filtering for Efficient Model Predictive Path Integral Control AI summary
Piotr Kicki
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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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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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A Model Predictive Control Approach to Blending in Shared Control AI summary
Elio Jabbour, Margot Vulliez, Célestin Préault, Vincent Padois
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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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Infinite-Horizon Value Function Approximation for Model Predictive Control AI summary
Armand Jordana, Sebastien Kleff, Arthur Haffemayer, Joaquim Ortiz-Haro, Justin Carpentier, Nicolas Mansard, Ludovic Righetti
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DRO-EDL-MPC: Evidential Deep Learning-Based Distributionally Robust Model Predictive Control for Safe Autonomous Driving AI summary
Hyeongchan Ham, Heejin Ahn
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Real-Time Online Learning for Model Predictive Control Using a Spatio-Temporal Gaussian Process Approximation AI summary
Lars Bartels, Amon Lahr, Andrea Carron, Melanie N. Zeilinger
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Neural Internal Model Control: Learning a Robust Control Policy Via Predictive Error Feedback AI summary
Feng Gao, Chao Yu, Yu Wang, Yi Wu
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Reference-Free Sampling-Based Model Predictive Control AI summary
Fabian Schramm, Pierre Fabre, Nicolas Perrin-Gilbert, Justin Carpentier
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Adaptive Physical Human�Robot Interaction Via a Passivity-Aware Model Predictive Variable Admittance Control AI summary
Dalia M. Mahfouz, Paolo Di Lillo, Omar M. Shehata, Elsayed Morgan, Filippo Arrichiello
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C-Free-Uniform: A Map-Conditioned Trajectory Sampler for Model Predictive Path Integral Control AI summary
Yukang Cao, Rahul Moorthy Mahesh, Oguzhan Goktug Poyrazoglu, Volkan Isler
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Barrier Method for Inequality Constrained Factor Graph Optimization with Application to Model Predictive Control AI summary
Anas Abdelkarim, Daniel Görges, Holger Voos
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Actuator Dynamics-Aware Model Predictive Control of a Wheeled Inverted Pendulum with a Fan AI summary
Dohyeon Kim, Yeongtae Jung
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High-Altitude Balloon Station-Keeping with First Order Model Predictive Control AI summary
Myles Pasetsky, Jiawei Lin, Bradley Guo, Sarah Dean
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Whole-Body Model-Predictive Control of Legged Robots with MuJoCo AI summary
John Zhang, Taylor Howell, zeji yi, Chaoyi Pan, Guanya Shi, Guannan Qu, Tom Erez, Yuval Tassa, Zachary Manchester
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SA-MPPI: Sensitivity-Aware Model Predictive Path Integral Control for Robust and Agile Quadrotor Flight AI summary
Fuqiang Gu, Xu Lu, Huidong Liu, Jiangshan Ai, Xianlei Long, Tao Jiang, Chao Chen, Zhao Huang
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SM-NMPC: Sliding Mode-Based Nonlinear Model Predictive Control for UAVs under Degraded Motor on Microcontrollers AI summary
Van Chung Nguyen, An Nguyen, Pratik Walunj, Chuong Le, Hung La
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Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape AI summary
Sara Federico, Marco Costanzo, Marco De Simone, Ciro Natale
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Graph Neural Model Predictive Control for High-Dimensional Systems AI summary
Patrick Benito Eberhard, Luis Pabon, Daniele Gammelli, Hugo Buurmeijer, Amon Lahr, Mark Leone, Andrea Carron, Marco Pavone
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SM$^2$ITH: Safe Mobile Manipulation with Interactive Human Prediction Via Task-Hierarchical Bilevel Model Predictive Control AI summary
Francesco D'Orazio, Sepehr Samavi, Xintong Du, Siqi Zhou, Giuseppe Oriolo, Angela P. Schoellig
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Code Generation and Conic Constraints for Model-Predictive Control on Microcontrollers with Conic-TinyMPC AI summary
Ishaan Mahajan, Khai Nguyen, Samuel Schoedel, Elakhya Nedumaran, Moises Mata, Brian Plancher, Zachary Manchester
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Occlusion-Aware Consistent Model Predictive Control for Robot Navigation in Occluded Obstacle-Dense Environments AI summary
Minzhe Zheng, Lei Zheng, Lei Zhu, Jun Ma
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Graph-Of-Constraints Model Predictive Control for Reactive Multi-Agent Task and Motion Planning AI summary
Anastasios Manganaris, Jeremy Lu, Ahmed H. Qureshi, Suresh Jagannathan
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MonoMPC: Monocular Vision Based Navigation with Learned Collision Model and Risk-Aware Model Predictive Control AI summary
Basant Sharma, Prajyot Jadhav, Pranjal Paul, Madhava Krishna, Arun Kumar Singh
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RL-Augmented Adaptive Model Predictive Control for Bipedal Locomotion Over Challenging Terrain AI summary
Junnosuke Kamohara, Feiyang Wu, Chinmayee Wamorkar, Seth Hutchinson, Ye Zhao
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Learning-Guided Force-Feedback Model Predictive Control with Obstacle Avoidance for Robotic Deburring AI summary
Krzysztof Wojciechowski, Ege Gursoy, Arthur Haffemayer, Sebastien Kleff, Vincent Bonnet, Florent Lamiraux, Nicolas Mansard
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Generalizable and Fast Surrogates: Model Predictive Control of Articulated Soft Robots Using Physics-Informed Neural Networks AI summary
Tim-Lukas Habich, Aran Mohammad, Simon F. G. Ehlers, Martin Bensch, Thomas Seel, Moritz Schappler
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GATO: GPU-Accelerated and Batched Trajectory Optimization for Scalable Edge Model Predictive Control AI summary
Alexander Du, Emre Adabag, Gabriel Bravo-Palacios, Brian Plancher
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Model Predictive Control with Reference Learning for Soft Robotic Intracranial Pressure Waveform Modulation AI summary
Fabian Flürenbrock, Yanick Büchel, Johannes Köhler, Marianne Schmid Daners, Melanie N. Zeilinger
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Implicit Maximum Likelihood Estimation for Real-Time Generative Model Predictive Control AI summary
Grayson Lee, Minh Bui, Shuzi Zhou, Yankai Li, Mo Chen, Ke Li
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TD-CD-MPPI: Temporal-Difference Constraint-Discounted Model Predictive Path Integral Control AI summary
Pietro Noah Crestaz, Ludovic De Matteïs, Elliot Chane-Sane, Nicolas Mansard, Andrea Del Prete
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Judo: A User-Friendly Open-Source Package for Sampling-Based Model Predictive Control AI summary
Albert H. Li, John Zhang, Jan Bruedigam, Brandon Hung, Aaron Ames, Jiuguang Wang, Simon Le Cleac'h, Preston Culbertson
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Adaptive Legged Locomotion Via Online Learning for Model Predictive Control AI summary
Hongyu Zhou, Xiaoyu Zhang, Vasileios Tzoumas
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SEP-NMPC: Safety Enhanced Passivity-Based Nonlinear Model Predictive Control for a UAV Slung Payload System AI summary
Seyedreza Rezaei, Junjie Kang, Amaldev Haridevan, Jinjun Shan
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Dynamic Robotic Cloth Folding with Efficient Koopman Operator-Based Model Predictive Control AI summary
Edoardo Caldarelli, Franco Coltraro, Adri`a Colom ́e, Lorenzo Rosasco, , and Carme Torras
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Beyond Reference Trajectories: A Waypoint-Based Model Predictive Path Integral Control for Agile Drone Racing AI summary
Fangguo Zhao, Xin Guan, Shuo Li
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Flexible Locomotion Learning with Diffusion Model Predictive Control AI summary
Runhan Huang, Haldun Balim, HENG YANG, Yilun Du
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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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Safe Payload Transfer with Ship-Mounted Cranes: A Robust Model Predictive Control Approach AI summary
Ersin Das, William A. Welch, Patrick Spieler, Keenan Albee, Aurelio Noca, Jeffrey Edlund, Jonathan Becktor, Thomas Touma, Jessica Todd, Sriramya Bhamidipati, Stella Kombo, Maira Saboia Da Silva, Anna Sabel, Grace Lim, Rohan Thakker, Amir Rahmani, Joel Burdick
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SLOT-MPC: A Hierarchical Whole-Body Model Predictive Controller to Enhance Simultaneous Localization and Object Tracking for UAVs AI summary
Senior
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Grasp-MPC: Closed-Loop Visual Grasping Via Value-Guided Model Predictive Control AI summary
Jun Yamada, Adithyavairavan Murali, Ajay Uday Mandlekar, Clemens Eppner, Ingmar Posner, Balakumar Sundaralingam
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Deep Sensorimotor Control by Imitating Predictive Models of Human Motion AI summary
Himanshu Gaurav Singh, Pieter Abbeel, Jitendra Malik, Antonio Loquercio
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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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Deep Reinforcement Learning for Hip Exoskeleton Control Via Predictive Simulation of Reflex-Based Human Gait AI summary
Hossein Barati, Sangdo Kim, Thanh Xuan Nguyen, Jongwon Lee, Young Jin Park
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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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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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Reimagination with Test-Time Observation Interventions: Distractor-Robust World Model Predictions for Visual Model Predictive Control AI summary
Yuxin Chen, Jianglan Wei, Chenfeng Xu, Boyi Li, Masayoshi Tomizuka, Andrea Bajcsy, Thomas Tian
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