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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1280 result(s) for “Visual Learning” Page 10 of 26
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Latent-RAG: Identity Retrieval-Guided Latent Augmentation for Privacy-Preserving Person Re-Identification AI summary
Seung-hyeok Back, Eungi Lee, Hyung-Il Kim, Seok Bong Yoo
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Confidence-Gated Topology Reasoning with Fiducial Marker Priors for Occlusion-Robust Lane Graph Prediction AI summary
Zirui Wu, Xianbiao Hu
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The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption AI summary
Timothy R. Duggan, Pierrick Lorang, Hong Lu, Matthias Scheutz
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The Robot's Inner Critic: Self-Refinement of Social Behaviors through VLM-Based Replanning AI summary
Jiyu Lim, Youngwoo Yoon, Kwanghyun Park
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Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies AI summary
Mattes Kraus, Jonas Kuckling
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Perceive What Matters: Relevance-Driven Scheduling for Multimodal Streaming Perception AI summary
Dingcheng Huang, Xiaotong Zhang, Kamal Youcef-Toumi
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Real-Time Generation of Near-Minimum-Energy Trajectories Via Constraint-Informed Residual Learning AI summary
Domenico Dona', Giovanni Franzese, Cosimo Della Santina, Paolo Boscariol, Basilio Lenzo
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MoRe-ERL: Learning Motion Residuals Using Episodic Reinforcement Learning AI summary
Xi Huang, Hongyi Zhou, Ge Li, Yucheng Tang, Weiran Liao, Björn Hein, Tamim Asfour, Rudolf Lioutikov
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Learning-Based Joint Control with Hierarchical Reinforcement Learning and On-Device Execution AI summary
Satoshi Yagi, Jun Morimoto
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Reinforcement Learning for Stair Locomotion of a Wheeled Bipedal Robot with Contact-Guided Behavior Cloning AI summary
Yi Gyeom Kim, Sejik Oh, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
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Intraoperative Tumor Localization Using Sweeping Palpation in Robot-Assisted Minimally Invasive Surgery (RMIS) AI summary
Jeongbin Hong, Yunjeong Lee, Youngjun Ryu, Hyoryong Lee, Joowon Park, Sukho Park
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ADM-DP: Adaptive Dynamic Modality Diffusion Policy through Vision-Tactile-Graph Fusion for Multi-Agent Manipulation AI summary
Wang Enyi, WEN FAN, Dandan Zhang
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HiMo: High-Speed Objects Motion Compensation in Point Clouds AI summary
Sina Sharif Mansouri , Olov Andersson , Patric Jensfelt
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ActiveUMI: Robotic Manipulation with Active Perception from Robot‑Free Human Demonstrations AI summary
Qiyuan Zeng, Chengmeng Li, Jude St. John, Zhongyi Zhou, Junjie Wen, Yi Xu, Guorui Feng, Yichen Zhu
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Seeing Space and Motion: Enhancing Latent Actions with Geometric and Dynamic Awareness for Vision-Language-Action Models AI summary
Zhejia Cai, Yandan Yang, Xinyuan Chang, shiyi liang, Ronghan Chen, Feng Xiong, Mu Xu, ruqi huang
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Event-LAB: Towards Standardized Evaluation of Neuromorphic Localization Methods AI summary
Adam D. Hines, Alejandro Fontan, Michael J Milford, Tobias Fischer
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Remote Awareness of Image Quality for Multiweek Shore-Launched AUV Surveys AI summary
Adrian Bodenmann, Daniel O. B. Jones, Alexander Phillips, Robert Templeton, Rashiid Sherif, Francesco Fanelli, Darryl Newborough, Blair Thornton
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COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning AI summary
Kohei Matsumoto, Yuki Tomita, Yuki Hyodo, Ryo Kurazume
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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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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Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training AI summary
Andy Li, Haoran Li, Aytac Teker, Mariana Hernandez-Rocha, Biruk Gebre, Karen Nolan J., Kishore Pochiraju, Damiano Zanotto
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A Multi-String Traversing Violin-Playing Robot for Carnatic Music AI summary
Raghavasimhan Sankaranarayanan, Gil Weinberg
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Do What You Say: Steering Vision-Language-Action Models Via Runtime Reasoning-Action Alignment Verification AI summary
Yilin Wu, Anqi Li, Tucker Hermans, Fabio Ramos, Andrea Bajcsy, Claudia Pérez-D'Arpino
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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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Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control AI summary
Shiming He, Yuzhe Ding
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Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning AI summary
Yuxuan Yang, Hussein Sibai
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Enabling Embodied Human-Robot Co-Learning: Requirements, Method, and Test with Handover Task AI summary
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark Neerincx, David A. Abbink, Luka Peternel
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Reliable Robotic Task Execution in the Face of Anomalies AI summary
Bharath Santhanam, Alex Mitrevski, Santosh Thoduka, Sebastian Houben, Teena Hassan
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Learning Behaviours for Decentralised Multi-Robot Collision Avoidance in Constrained Pathways Using Curriculum Reinforcement Learning AI summary
Md Mostafizur Rahman Komol, Brendan Tidd, Will Browne, Frederic Maire, Jason Williams, David Howard
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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Closed-Loop Multimodal Sensory Training Enhances the Proprioceptive-Motor Pathway: Low-Load Automaticity and Fine Motor Control AI summary
Qian Cheng, Zhouhaotian Yin, Yuan Liu
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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Learning Contact Tasks Skills Based on DMP and Affordance Templates AI summary
Hunjo Lee, Gi-Hun Yang
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MERGE: Guided Vision-Language Models for Multi-Actor Event Reasoning and Grounding in Human�Robot Interaction AI summary
Joerg Deigmoeller, Nakul Agarwal, Stephan Hasler, Daniel Tanneberg, Anna Belardinelli, Reza Ghoddoosian, Chao Wang, Felix Ocker, Fan Zhang, Behzad Dariush, Michael Gienger
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An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation AI summary
Carmona David, Jun Yang, Haoyong Yu
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AdaptPNP: Integrating Prehensile and Non-Prehensile Skills for Adaptive Robotic Manipulation AI summary
Jinxuan Zhu, Chenrui Tie, Xinyi Cao, Yuran Wang, Jingxiang Guo, Zixuan Chen, Haonan Chen, Junting Chen, Yangyu Xiao, Ruihai Wu, Lin Shao
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Rapid Robot Manipulation Policy Learning Via Hierarchical Foundation-Model Prior Distillation AI summary
Qingwei Dong, Jiyuan Zhang, Guangxi Wan, ruikai liu, Peng Zeng
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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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VLM-E2E: Enhancing End-To-End Autonomous Driving with Multimodal Driver Attention Fusion AI summary
Pei Liu, Haipeng Liu, Haichao Liu, Xin LIU, Jinxin Ni, Jun Ma
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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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MS-CRL: Multi-Scale Global Path Planning with Progressive Curriculum Reinforcement Learning AI summary
Nan Zhou, Xuqing Hu, Yixin Zhou, Rui Zhu, Fan Zhou, Ye Li, Guangqiang Yin
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OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
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Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion Over Real-World Uneven Terrain AI summary
Feiyang Wu, Xavier Nal, Jaehwi Jang, Wei Zhu, Zhaoyuan Gu, Anqi Wu, Ye Zhao
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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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Sparse Variable Projection in Robotic Perception: Exploiting Separable Structure for Efficient Nonlinear Optimization AI summary
Alan Papalia, Nikolas Sanderson, Haoyu Han, HENG YANG, Hanumant Singh, Michael Everett
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Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
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Phase-Aware Policy Learning for Skateboard Riding of Quadruped Robots Via Feature-Wise Linear Modulation AI summary
Minsung Yoon, Jeil Jeong, Sung-eui Yoon
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Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation AI summary
Lucas Bezerra, Ataide Santos, Shinkyu Park
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Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation AI summary
improving task performance.
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Toward Human Preference Optimization for Vision-Language-Action Models: A Pilot Study on the Limits of Imitation Learning AI summary
Tae-Won Lee, DongWook Kim
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