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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2843 result(s) for “Machine Learning for Robot Control” Page 5 of 57
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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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COBALT: Crowdsourcing Robot Learning Via Cloud-Based Teleoperation with Smartphones AI summary
Ayush Agarwal, Ansh Gandhi, Jeremy Collins, Omar Rayyan, Aryan Sarswat, Ranjani Koushik, Masoud Moghani, Ajay Uday Mandlekar, Animesh Garg
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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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Dribble Master: Learning Agile Humanoid Dribbling through Legged Locomotion AI summary
Zhuoheng Wang, Jinyin Zhou, Qi Wu
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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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Learning to Design Soft Hands Using Reward Models AI summary
Xueqian Bai, Nicklas Hansen, Adabhav Singh, Michael T. Tolley, Yan Duan, Pieter Abbeel, Xiaolong Wang, Sha Yi
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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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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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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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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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Learning Autonomous and Safe Quadruped Traversal of Complex Terrains Using Multi-Layer Elevation Maps AI summary
Yeke Chen, Ji Ma, Zeren Luo, Yimin Han, YINZHAO DONG, Bowen Xu, Peng Lu
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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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Deep Reinforcement Learning for Reach-Avoid-Stay Problems AI summary
Gabriel Chenevert, Jingqi Li, Achyuta Kannan, Sangjae Bae, Donggun Lee
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Inference-Stage Adaptation-Projection Strategy Adapts Diffusion Policy to Cross-Manipulators Scenarios AI summary
Xiangtong Yao, Yirui Zhou, Yuan Meng, Yanwen Liu, Liangyu Dong, Zitao Zhang, Zhenshan Bing, Kai Huang, Fuchun Sun, Alois Knoll
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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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A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot AI summary
Yan Liu, XiZhe Zang, Xuehe Zhang, Chao Song, Boyang Chen, Jie Zhao
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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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Bootstrapping Self-Supervised Learning of Binary Classification Using Error Bounds: A Case Study on a Robotic Insertion Task AI summary
Zebin Duan, Norbert Krüger, Juan Heredia, Thorbjørn Mosekjær Iversen, Frederik Hagelskjær
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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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A Differential Dynamic Programming Framework for Inverse Reinforcement Learning AI summary
Kun Cao, Xinhang Xu, Wanxin Jin, Karl H. Johansson, Lihua Xie
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StereoMamba: Real-Time and Robust Intraoperative Stereo Disparity Estimation via Long-Range Spatial Dependencies AI summary
Xu Wang, Jialang Xu, Shuai Zhang, Baoru Huang, Danail Stoyanov, Evangelos Mazomenos
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Intelligent Mechanical Characterization of Date Fruits for Automated Harvesting Grippers AI summary
Shahd Shami, Obadah Wali, Eric Feron, Shinkyu Park, Syed Muhammad Alam
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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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TeNet: Text-To-Network for Compact Policy Synthesis AI summary
Ariyan Bighashdel, Kevin Sebastian Luck
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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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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
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PAPRLE (Plug-And-Play Robotic Limb Environment): A Modular Ecosystem for Robotic Limbs AI summary
Obin Kwon, Sankalp Yamsani, Noboru Myers, Sean Taylor, Jooyoung Hong, Kyungseo Park, Alex Alspach, Joohyung Kim
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Concurrent-Learning Based Relative Localization in Shape Formation of Robot Swarms AI summary
Jinhu Lv, Kunrui Ze, Shuoyu Yue, Kexin Liu, Wei Wang, Guibin Sun
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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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Perception-Control Coupled Visual Servoing for Textureless Objects Using Keypoint-Based EKF AI summary
Allen Tao, Jun Yang, Stanko Oparnica, Wenjie Xue
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DA-MMP: Learning Coordinated and Accurate Throwing with Dynamics-Aware Motion Manifold Primitives AI summary
Chi Chu, Huazhe Xu
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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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TeachingBot: Robot Teacher for Human Handwriting AI summary
Zhimin Hou, Cunjun Yu, David Hsu, Haoyong Yu
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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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Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling AI summary
Zhenhao Huang, Siyuan Luo, Bingyang Zhou, Ziqiu Zeng, Fan Shi
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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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A Soft-Rigid Hybrid Robot-Assisted Feeding System with a Tendon-Driven Continuum Robot AI summary
Jingyi Chen, Quecheng Qiu, Jianmin Ji
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Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning AI summary
Christian Llanes, Kyle Williams, Spencer Jensen, Samuel Coogan
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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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Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
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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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Built Different: Tactile Perception to Overcome Cross-Embodiment Capability Differences in Collaborative Manipulation AI summary
William van den Bogert, Madhavan Iyengar, Nima Fazeli
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Switchable Neural Teleoperation AI summary
Jianglong Ye, Changwei Jing, Kezhou Chen, Keyi Wang, Sha Yi, Xueyan Zou, Xiaolong Wang
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Viper: Verifiable Imitation Learning Policy for Efficient Robotic Manipulation AI summary
Xianfeng Cheng, Qing Gao, Guangyu Chen, Rui Xiong, Junjie Hu, Yulan Guo, Zhaojie Ju
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UTTG: A Universal Teleoperation Framework Via Online Trajectory Generation AI summary
ShengJian Fang, Yixuan Zhou, Yu Zheng, Pengyu Jiang, Siyuan Liu, Hesheng Wang
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The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning AI summary
Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, Oisin Mac Aodha
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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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Efficiently Learning Robust Torque-Based Locomotion through Reinforcement with Model-Based Supervision AI summary
Yashuai Yan, Tobias Egle, Christian Ott, Dongheui Lee
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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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