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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1836 result(s) for “Learning from Demonstration” Page 11 of 37
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EndoDDC: Learning Sparse to Dense Reconstruction for Endoscopic Robotic Navigation Via Diffusion Depth Completion AI summary
Yinheng LIN, Yiming Huang, Beilei Cui, Long Bai, Huxin Gao, Hongliang Ren, Jiewen Lai
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NavMoE: Hybrid Model and Learning-Based Traversability Estimation for Local Navigation Via Mixture of Experts AI summary
Botao He, Amir Hossein Shahidzadeh, Yu Chen, Jiayi Wu, Tianrui Guan, Guofei Chen, Dinesh Manocha, Howie Choset, Glen Chou, Cornelia Fermüller, Yiannis Aloimonos
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PeRoI: A Pedestrian-Robot Interaction Dataset for Learning Avoidance, Neutrality, and Attraction Behaviors in Social Navigation AI summary
Subham Agrawal, Nico Ostermann-Myrau, Nils Dengler, Maren Bennewitz
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Unified Meta-Representation and Feedback Calibration for General Disturbance Estimation AI summary
Zihan Yang, Jindou Jia, Meng Wang, Yuhang Liu, Kexin Guo, Xiang Yu
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Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning AI summary
Aditya Narendra, Mukhammadrizo Maribjonov, Dmitry Makarov, Dmitry Yudin, Aleksandr Panov
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Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal AI summary
Chang Yu, Siyu Ma, Wenxin Du, Zeshun Zong, Han Xue, Wendi Chen, Cewu Lu, Yin Yang, Xuchen Han, Joseph Masterjohn, Alejandro Castro, Chenfanfu Jiang
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The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey AI summary
Gaofeng Li, Ruize Wang, Peisen Xu, Qi Ye, Jiming Chen
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Diffusion Trajectory-Guided Policy for Long-Horizon Robot Manipulation AI summary
shichao Fan, Quantao Yang, yajie liu, Kun Wu, Zhengping Che, qingjie Liu, Min Wan
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Amplifying Force-Feedback Cues for Enhancing Dexterous Skill Transfer in Virtual Environments AI summary
Eunchae Kim, Jaewan Lim, Jiyoung Park, Yongjae Yoo
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Estimating Human Muscular Fatigue in Dynamic Collaborative Robotic Tasks with Learning-Based Models AI summary
Feras Kiki, Pouya Pourakbarian Niaz, Alireza Madani, Cagatay Basdogan
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SF-ODNav: Successor Feature Framework for Map-Less Target-Driven Outdoor Visual Navigation AI summary
Junzhe Wu, Jiaming Zhang, Tingrong Zhang, Ruining Tao, Huy Tran, Girish Chowdhary
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COLA: Learning Human-Humanoid Coordination for Collaborative Object Carrying AI summary
Yushi Du, Yixuan Li, Baoxiong Jia, Yutang Lin, Pei Zhou, Wei Liang, Yanchao Yang, Siyuan Huang
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SpikeATac: A Multimodal Tactile Finger with Taxelized Dynamic Sensing for Dexterous Manipulation AI summary
Eric T. Chang, Peter Ballentine, Zhanpeng He, DoGon Kim, Kai Jiang, Hua Hsuan Liang, Joaquin Palacios, William Wang, Pedro Piacenza, Ioannis Kymissis, Matei Ciocarlie
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Should I Replan? Learning to Spot the Right Time in Robust MAPF Execution AI summary
David Zahr ́adka,, David Woller, Denisa Muˇz ́ıkov ́a,, Miroslav Kulich and Libor Pˇreuˇcil
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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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Re-MAE: Rethinking Masked Autoencoders towards Geometry-Aware Self-Supervised LiDAR-Based 3D Object Detection AI summary
Youngho Cheon, Jae-Keun Lee, Soon Kwon, Jin-Hee Lee, Yongseob Lim
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Exploring History-Aware Online Actor-Critic for Smart Manufacturing Tasks in the RICAIP Testbed AI summary
Tomas Horelican
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VO-DP: Semantic-Geometric Adaptive Diffusion Policy for Vision-Only Robotic Manipulation AI summary
Zehao Ni, Yonghao He, Lingfeng Qian, Jilei Mao, Fa Fu, Wei Sui, Hu Su, Junran Peng, Zhipeng Wang, Bin He
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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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MetaDAT: Generalizable Trajectory Prediction Via Meta Pre-Training and Data-Adaptive Test-Time Updating AI summary
Yuning Wang, Pu Zhang, Yuan He, Ke Wang, Jianru Xue
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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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Masked IRL: LLM-Guided Reward Disambiguation from Demonstrations and Language AI summary
Minyoung Hwang, Alexandra Forsey-Smerek, Nathaniel Dennler, Andreea Bobu
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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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ViTacGen: Robotic Pushing with Vision-To-Touch Generation AI summary
Zhiyuan Wu, Yijiong Lin, Yongqiang Zhao, Xuyang Zhang, Zhuo Chen, Nathan Lepora, SHAN LUO
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TARAD: Task-Aware Robot Affordance-Centric Diffusion Policy Learned from LLM-Generated Demonstrations AI summary
Site Hu, Takayuki Nagai, Takato Horii
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Neuromorphic Event Camera-Based Object Recognition and Grasping Position Detection Using a Transfer Learning-Enhanced Multi-Task Model AI summary
Muhammad Hamza Zafar, Syed Kumayl Raza Moosavi, Filippo Sanfilippo
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MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar AI summary
Nael Jaber, Bilal Wehbe, Leif Christensen, Frank Kirchner
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Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform AI summary
Joel Siegert, Edoardo Ghignone, Michele Magno
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Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
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Enhancing Classical Motion Planners Using RL with Safety Guarantees AI summary
Elias Goldsztejn, Ronen Brafman
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TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within a Joint Learning Framework AI summary
Guanfeng Tang, Zhiyuan Wu, Jiahang Li, Ping Zhong, Xieyuanli Chen, Huimin Lu, Rui Fan
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Control of Humanoid Robots with Parallel Mechanisms Using Differential Actuation Models AI summary
Victor Lutz, Ludovic De Matteïs, Virgile BATTO, Nicolas Mansard
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Event-Driven MARL for Collaborative Swarm Confrontation in Asynchronous Environments AI summary
Qizhen Wu, Lei Chen, Kexin Liu, Jinhu Lv
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Safe Explicable Policy Search AI summary
Akkamahadevi Hanni, Jonathan Montano, Yu (Tony) Zhang
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Robust Online Residual Refinement Via Koopman-Guided Dynamics Modeling AI summary
Zhefei Gong, Shangke Lyu, Pengxiang Ding, Wei Xiao, Donglin Wang
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How to Model Your Crazyflie Brushless AI summary
Alexander Gräfe, Christoph Scherer, Wolfgang Hoenig, Sebastian Trimpe
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Unveiling the Impact of Data and Model Scaling on High-Level Control for Humanoid Robots AI summary
Yuxi Wei, Ziseoi Wong, Kangning Yin, Yue Hu, Jingbo Wang, Siheng Chen
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Humanoid Everyday: A Comprehensive Robotic Dataset for Open-World Humanoid Manipulation AI summary
Zhenyu Zhao, Hongyi Jing, Xiawei Liu, Jiageng Mao, Abha Jha, Hanwen Yang, Rong Xue, Sergey Zakharov, Vitor Guizilini, YUE WANG
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Latent Action Diffusion for Cross-Embodiment Manipulation AI summary
Erik Bauer, Elvis Nava, Robert K. Katzschmann
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3D Dynamics-Aware Manipulation: Endowing Manipulation Policies with 3D Foresight AI summary
Yuxin He, Ruihao Zhang, Xianzu Wu, Zhiyuan Zhang, Cheng Ding, Qiang Nie
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A Hybrid Optimization Framework for Grasp Synthesis under Partial Observations AI summary
Wenzheng Zhang, Fahira Afzal Maken, Tin Lai, Fabio Ramos
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Motion Generation for Modular Robots Using Hierarchical Policies AI summary
Kenjiro Minamikawa, Satoshi Yamamori, Satoshi Yagi, Sho Takeda, Kazuya Yoshida, Jun Morimoto
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Unified Humanoid Fall-Safety Policy from a Few Demonstrations AI summary
Zhengjie Xu, Ye Li, Kwan-Yee Lin, Stella Yu
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Global Tensor Motion Planning AI summary
An Thai Le, Kay Pompetzki, Joao Andre Mueller Carvalho, Joe Watson, Julen Urain, Armin Biess, Georgia Chalvatzaki, Jan Peters
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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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COMPASS: Cross-embOdiment Mobility Policy Via ResiduAl RL and Skill Synthesis AI summary
Wei Liu, Huihua Zhao, Chenran Li, Yuchen Deng, Joydeep Biswas, Yan Chang, Soha Pouya
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Multimodal Diffusion Forcing for Forceful Manipulation AI summary
Zixuan Huang, Huaidian Hou, Dmitry Berenson
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