Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1140 result(s) for “Representation Learning” Page 14 of 23
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Learning to Annotate Delayed and False AEB Events: A Practical System for Extreme Class Imbalance and Asymmetric Label Noise AI summary
Mengxiang Hao, Xin Jiang, Xinghao Huang, Wenliang Su, Zhiteng Wang, Junjie Rao, Xiaotian Yang, Wei Liao, Chengyu Han, Gen Liang, Yulun Song, Zhitao Xu, Xianpeng Lang
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Masquerade: Learning from In-The-Wild Human Videos Using Data-Editing AI summary
Marion Lepert, Jiaying Fang, Jeannette Bohg
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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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Learning to Control the Whole-Body Shape of a Soft Robotic Arm in Unknown Situations AI summary
Zhiqiang Tang, Qianqian WANG, Daniela Rus, Cecilia Laschi
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Towards Automated Chicken Deboning Via Learning-Based Dynamically-Adaptive 6-DoF Multi-Material Cutting AI summary
Zhaodong Yang, Ai-Ping Hu, Harish Ravichandar
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UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data AI summary
Sizhe Yang, Yiman Xie, Zhixuan Liang, Yang Tian, Jia Zeng, Dahua Lin, Jiangmiao Pang
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Prepare before You Act: Learning from Humans to Rearrange Initial States AI summary
Yinlong Dai, Andre Keyser, Dylan Losey
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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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Open-Vocabulary Mobile Manipulation Based on Double Relaxed Contrastive Learning with Dense Labeling AI summary
Daichi Yashima, Ryosuke Korekata, Komei Sugiura
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Real-Time Robotic Needle Insertion in Deformable and Moving Structure Using Learning-By-Example Method AI summary
Thuc Long Ha, Julien Bert, Hadrien Courtecuisse
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Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation AI summary
Yu Cui, Yujian Zhang, Lina Tao, Yang Li, Xinyu Yi, Zhibin (Alex) Li
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Data Scaling Laws for Imitation Learning-Based End-To-End Autonomous Driving AI summary
Yupeng Zheng, Pengxuan Yang, zhongpu xia, Qichao Zhang, Yuhang Zheng, Ben Lu, Teng Zhang, Chao Han, Weize Li, Songen Gu, Xianpeng Lang, Xiangyuan Lan, Dongbin Zhao
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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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Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input AI summary
Zifan Xu, Myoungkyu Seo, Dongmyeong Lee, Hao Fu, Jiaheng Hu, Jiaxun Cui, Yuqian Jiang, Zhihan Wang, Anastasiia Brund, Joydeep Biswas, Peter Stone
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Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping AI summary
Shanshuai Yuan, Julong Wei, Muer Tie, Xiangyun Ren, Zhongxue Gan, Wenchao Ding
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Progressive-Resolution Policy Distillation: Leveraging Coarse-Resolution Simulations for Time-Efficient Fine-Resolution Policy Learning AI summary
Yuki Kadokawa, Hirotaka Tahara, Takamitsu Matsubara
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NeuroVLA: Surgical Scenario-Aware Learning of Debulking Skills in Endoscopic Robotic Neurosurgery Via Vision-Language-Action Model AI summary
Tat Ming Danny Chan, Hongbin Liu, Renzhi Wang, and Hongliang Ren
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TrajBooster: Boosting Humanoid Whole-Body Manipulation Via Trajectory-Centric Learning AI summary
Jiacheng Liu, Pengxiang Ding, Qihang Zhou, Yuxuan Wu, Da Huang, Zimian Peng, Wei Xiao, Weinan Zhang, Lixin Yang, Cewu Lu, Donglin Wang
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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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Simulation-Augmented Hysteresis Compensation in Continuum Surgical Robots Via Residual Learning AI summary
Haolin Jiang, Thiusius R. Savarimuthu, Di Wu
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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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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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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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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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AnyThermal: Towards Learning Universal Representations for Thermal Perception AI summary
Parv Maheshwari, Jay Karhade, Yogesh Chawla, Isaiah Adu, Florian Heisen, Andrew Porco, Andrew Jong, Yifei Liu, Santosh Pitla, Sebastian Scherer, Wenshan Wang
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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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Tracailer: An Efficient Trajectory Planner for Tractor-Trailer Robots in Unstructured Environments AI summary
Long Xu, Kaixin Chai, Boyuan An, Shuhang Ji, Zhenyu Hou, JiaXiang Gan, Qianhao Wang, Yuan Zhou, Xiaoying Li, Junxiao Lin, Zhichao Han, Chao Xu, Yanjun Cao, Fei Gao
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Learning from Demonstrations Over Riemannian Manifolds Using Neural ODEs AI summary
Diana Gerlid Cuervo Espinosa, Mahathi Anand, Angela P. Schoellig
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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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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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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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Dexterity from Smart Lenses: Multi-Fingered Robot Manipulation with In-The-Wild Human Demonstrations AI summary
Irmak Guzey, Haozhi Qi, Julen Urain, Changhao Wang, Jessica Yin, Chaithanya Krishna Bodduluri, Mike Maroje Lambeta, Lerrel Pinto, Akshara Rai, Jitendra Malik, Tingfan Wu, Akash Sharma, Homanga Bharadhwaj
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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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Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform AI summary
Joel Siegert, Edoardo Ghignone, Michele Magno
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Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study AI summary
Gi-gwang Baek, DongWook Kim
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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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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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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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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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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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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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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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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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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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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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Cooperative-Competitive Team Play of Real-World Craft Robots AI summary
Rui Zhao, Xihui Li, Yizheng Zhang, Yuzhen Liu, Zhong Zhang, Yufeng Zhang, Cheng Zhou, Zhengyou Zhang, Lei Han
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E^2DT: Efficient and Effective Decision Transformer with Experience-Aware Sampling for Robotic Manipulation AI summary
Kaiyan Zhao, Borong Zhang, Yiming Wang, Xingyu Liu, Xuetao Li, Yuyang Chen, Xiaoguang Niu
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Online Pareto-Optimal Decision-Making for Complex Tasks Using Active Inference AI summary
Peter Amorese, Shohei Wakayama, Nisar Ahmed, Morteza Lahijanian
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