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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2887 result(s) for “Deep Learning in Robotics and Automation” Page 25 of 58
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Reducing Oracle Feedback with Vision�Language Embeddings for Preference-Based RL AI summary
Udita Ghosh, Dripta Raychaudhuri, Jiachen Li, Konstantinos Karydis, Amit Roy-Chowdhury
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S$^2$-Diffusion: Generalizing from Instance-Level to Category-Level Skills in Robot Manipulation AI summary
Quantao Yang, Michael C. Welle, Danica Kragic, Olov Andersson
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MGS-Track: Monocular 6DoF Pose Tracking Via Masked 3D Prior and Online Gaussian Splatting AI summary
Zhiyuan Chen, Fan Lu, Guo Yu, Sanqing Qu, Ya Wu, Huang Yuan, Alois Knoll, Guang Chen
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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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Recursive and Scalable 3D Coarse to Fine Path Planning AI summary
Hwajung Lee, Daegeol Ko, Jaehyuk Hur, Junwon Lee, Seongbo Ha, Jong Hwan Ko, Hyeonwoo Yu
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Multi-State Consistency Visual Language Model Combine Wavelet Transform for Weakly Supervised Robot Visual Segmentation AI summary
Feng Xiao, Peihua Han, Guoyuan Li, Houxiang Zhang
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DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands AI summary
Ritvik Singh, Arthur Allshire, Ankur Handa, Nathan Ratliff, Karl Van Wyk
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A Data-Driven Approach for Control and Stabilization of a Single Actuator Monocopter AI summary
Danial Sufiyan, Luke Soe Thura Win, Shane Kyi Hla Win, Tee Meng Tan, Shaohui Foong
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Reliable and Scalable Robot Policy Evaluation with Imperfect Simulators AI summary
Apurva Badithela, David Snyder, Lihan Zha, Joseph Mikhail, Matthew O'Kelly, Anushri Dixit, Anirudha Majumdar
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Open-Vocabulary Object-Goal Navigation by Generalizing Semantic Mapping with Dense CLIP AI summary
MENG WEI, Chenyang Wan, Tai Wang, Yuqiang Yang, Wenzhe Cai, Yilun Chen, Hanqing Wang, Jiangmiao Pang, Xihui Liu
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MachaGrasp: Morphology-Aware Cross-Embodiment Dexterous Hand Articulation Generation for Grasping AI summary
Heng Zhang, Kevin Yuchen Ma, Zheng SHOU, Weisi Lin, Yan Wu
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Cross-Embodiment Transfer Via Behavior-Aligned Representations AI summary
Ajay Sridhar, Jensen Gao, Jonathan Yang, Jean Mercat, Suneel Belkhale, Dorsa Sadigh
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Better Than Diverse Demonstrators: Reward Decomposition from Suboptimal and Heterogeneous Demonstrations AI summary
Chunyue Xue, Letian Chen, Matthew Gombolay
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Multi-View Gating Unit with KL-Based Alignment Toward Real-World Robot Control AI summary
Kei Igarashi, Shingo Murata
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RPG: Robust Policy Gating for Smooth Multi-Skill Transitions in Humanoid Fighting AI summary
Xuelong Li, Junbo Tan, Dong Wang
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Constrained Articulated Body Algorithms for Closed-Loop Mechanisms AI summary
Ajay Suresha Sathya, Justin Carpentier
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Non-Rigid Structure-From-Motion Via Differential Geometry with Recoverable Conformal Scale AI summary
Yongbo Chen, Yanhao Zhang, Shaifali Parashar, Liang Zhao, Shoudong Huang
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Developing Vision-Language-Action Model from Egocentric Videos AI summary
Tomoya Yoshida, Shuhei Kurita, Taichi Nishimura, Shinsuke Mori
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EgoTraj-Bench: Towards Robust Trajectory Prediction under Ego-View Noisy Observations AI summary
Jiayi Liu, Jiaming Zhou, Ke Ye, Kun-Yu Lin, Allan Wang, Junwei Liang
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EdgeGrasp: Enhancing Edge Perception for 7-DoF Grasping Pose Estimation in Cluttered Scenes AI summary
Junning Qiu, Fei Wang, Yu Guo, Yonggen Ling, Minglei Lu
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Towards Exploratory and Focused Manipulation with Bimanual Active Perception: A New Problem, Benchmark and Strategy AI summary
Yuxin He, Ruihao Zhang, Tianao Shen, Cheng Liu, Qiang Nie⋆
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M2GRPO: Mamba-Based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit AI summary
Yukai Feng, Zhiheng Wu, Zhengxing Wu, Junwen Gu, Junzhi Yu, Min Tan
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Endoscopic Spine Surgical View Enhancement Via Diffusion-Prior Contrastive and Physics-Informed Constraints for Robotic Navigation AI summary
Haojie Han, Longfei Ma, Kai Xu, suxi gu, Shipeng Zhang, Guochen Ning, Fang Chen, Hongen Liao
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ForSim: Stepwise Forward Simulation for Traffic Policy Fine-Tuning AI summary
Keyu Chen, Wenchao Sun, Hao Cheng, Zheng Fu, Sifa Zheng
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RL-Based Coverage Path Planning for Deformable Objects on 3D Surfaces AI summary
Yuhang Zhang, Jinming Ma, Feng Wu
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LLM-Guided Semantic Stereo Adaptive Visual Servoing for Precise Peg-In-Hole AI summary
Xiyue Dong, Guangli Sun, Jinfei Hu, Tianyu Huang, Wei Chen, Yunhui Liu
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RefDiffMap: Diffusion-Guided Progressive Refinement for Vectorized HD Map Construction AI summary
Wenjie Gao, Entao Chang, Jiawei Fu, Ziyu Zhu, Shitao Chen, Nanning Zheng
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Semantically-Aware Diver Activity Recognition Framework for Effective Underwater Multi-Human-Robot Collaboration AI summary
Sadman Sakib Enan, Junaed Sattar
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Tightly-Coupled LiDAR-IMU-Leg Odometry with Online Learned Leg Kinematics Incorporating Foot Tactile Information AI summary
Masashi Yokozuka, Kentaro Uno, and Kazuya Yoshida
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P3T: Prototypical Point-Level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models AI summary
Geunyoung Jung, Soohong Kim, Kyungwoo Song, Jiyoung Jung
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Co-Optimizing Reconfigurable Environments and Policies for Decentralized Multi-Agent Navigation AI summary
Zhan Gao, Guang Yang, Amanda Prorok
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TacUMI: A Multi-Modal Universal Manipulation Interface for Contact-Rich Tasks AI summary
Tailai Cheng, Kejia Chen, Lingyun Chen, Liding Zhang, Yue Zhang, Yao Ling, Mahdi Hamad, Zhenshan Bing, Fan Wu, Karan Sharma, Alois Knoll
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A Contrastive Few-Shot RGB-D Traversability Segmentation Framework for Indoor Robotic Navigation AI summary
Qiyuan An, Tuan Dang, Fillia Makedon
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Onboard Mission Replanning for Adaptive Cooperative Multi-Robot Systems AI summary
Elim Kwan, Rehman Qureshi, Liam Fletcher, Colin Laganier, Victoria Nockles, Richard Walters
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Pose Retargeting from a Single RGB Camera: Optimization-Based Hand Pose Retargeting and Wrist Pose Estimation AI summary
Longrui Chen, Lipeng Chen, Kunpeng Yao, Mehmet R Dogar
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KAN We Flow? Advancing Robotic Manipulation with 3D Flow Matching Via KAN & RWKV AI summary
Zhihao Chen, Yiyuan Ge, Ziyang Wang
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MULE � Multi-Terrain and Unknown Load Adaptation for Effective Quadrupedal Locomotion AI summary
Vamshi Kumar Kurva, Shishir Kolathaya
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A Spatiotemporal Brain Activity Visualization and Assessment Framework for Human-Robot Cognitive Interaction Training AI summary
Zonghai Huang, Lianchi Zhang, Jingting Zhang, Fengjun Mu, Rui Huang, Hong Cheng
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TacFlex: Multi-Mode Tactile Imprints Simulation for Visuotactile Sensors with Coating Patterns AI summary
Chaofan Zhang, Shaowei Cui, Jingyi Hu, Tianyu Jiang, Tiandong Zhang, Rui Wang, Shuo Wang
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Look at Them Go! Using an Autonomous Assistive GoBot to Encourage Movement Practice by Two Children with Motor Disabilities AI summary
Ameer Helmi, Tze-Hsuan Wang, Samuel W. Logan, Naomi T. Fitter
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A Novel Human-Machine Dual-Task Gaming Framework for Visual-Attention Training AI summary
Fengjun Mu, Jingting Zhang, Zonghai Huang, Chen Chen, Chaobin Zou, Guangkui Song, Hong Cheng
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Dual Quaternion based Compliant Movement Primitives for Deformable Object Manipulation AI summary
Amir SAMAI, John Thomas, Mohammad Alkhatib, Erol Ozgur, Youcef Mezouar
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Dynamic Neural Potential Field: Online Trajectory Optimization in Presence of Moving Obstacles AI summary
Aleksei Staroverov, Muhammad Alhaddad, Aditya Narendra, Konstantin Mironov, Aleksandr Panov
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One Filter to Deploy Them All: Robust Safety for Quadrupedal Navigation in Unknown Environments AI summary
Albert Lin, Shuang Peng, Somil Bansal
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NSF-HRPT: Neural Semantic Field Meets Hierarchical Risk Perception Tree for Safety-Critical Scenario Assessment AI summary
Yu Zhao, Jiangyu Pan, Tao Hu, Ming Yin, Fan Yang, Jiangfan Liu, Xiubo Liang
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From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-Of-Life Products AI summary
Jan Baumgärtner, Malte Hansjosten, David Hald, Adrian Hauptmannl, Alexander Puchta, Jürgen Fleischer
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CDF-Glove: A Cable-Driven Force Feedback Glove for Dexterous Teleoperation AI summary
Huayue Liang, Ruochong Li, Yaodong Yang, Long Zeng, Yuanpei Chen and Xueqian Wang
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IMH-MOT: Interactive Multi-Hierarchical Image and Point Cloud Fusion for Multi-Object Tracking AI summary
Wenyuan Qin, Zhiyan Zhou, Jiong Luo, Chengwei Pan, Hao XU, Xiwang Dong, Danwei Wang
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Efficient Training Data Collection for Distance Sensor Arrays through Data Correction and Augmentation Approaches AI summary
Sogo AMAGAI, Shin'ichi Warisawa, Rui Fukui
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GAIA: Generating Task Instruction Aware Simulation Grounded in Real Contexts Using Vision-Language Models AI summary
Dogyu Ko, Chanyoung Yeo, Daeho Kim, Jaeho Kim, Hyoseok Hwang
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