Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1845 result(s) for “Learning from Experience” Page 11 of 37
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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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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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Joint Flow Trajectory Optimization for Feasible Robot Motion Generation from Video Demonstrations AI summary
Xiaoxiang Dong, Matthew Johnson-Roberson, Weiming Zhi
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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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Decoding Multi-Finger Motions and Grasp Types with Grasp-Specific Models and Lightmyography Based Muscle-Machine Interfaces AI summary
Zhe Wang, Bonnie Guan, Shifei Duan, Kean C. Aw, Minas Liarokapis
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D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models AI summary
Shintaro Nakaoka, Takayuki Kanai, Kazuhito Tanaka
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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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Estimating Trust in Human-Robot Collaboration through Behavioral Indicators and Explainability AI summary
Giulio Campagna, Marta Lagomarsino, Marta Lorenzini, Dimitrios Chrysostomou, Matthias Rehm, Arash Ajoudani
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EMMA: Scaling Mobile Manipulation via Egocentric Human Data AI summary
Lawrence Y. Zhu, Pranav Kuppili, Ryan Punamiya, Patcharapong Aphiwetsa, Dhruv Patel, Simar Kareer, Sehoon Ha, Danfei Xu
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Grasp Independent Indirect Tool Force Estimation using Vision-based Tactile Sensors AI summary
LUCHEN LI, Thomas George Thuruthel
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Spatio-Temporal Motion Retargeting for Quadruped Robots AI summary
Taerim Yoon, Dongho Kang, Seungmin Kim, Jin Cheng, Min Sung Ahn, Stelian Coros, Sungjoon Choi
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MAGNIFIED: RL Fine-Tuning of Multimodal Large Language Models for Motion Planning AI summary
Letian Chen, Yiren Lu, Justin Fu, Yichen Xie, Runsheng Xu, Jyh-Jing Hwang, Benjamin Sapp, Dragomir Anguelov
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Adaptive Motion Priors with Constrained Optimization AI summary
Tuchapong Sangthaworn, Bawornsak Sakulkueakulsuk
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Enhancing Reusability of Learned Skills for Robot Manipulation Via Gaze Information and Motion Bottlenecks AI summary
Ryo Takizawa, Izumi Karino, Koki Nakagawa, Yoshiyuki Ohmura, Yasuo Kuniyoshi
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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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In-The-Wild Compliant Manipulation with UMI-FT AI summary
Hojung Choi, Yifan Hou, Chuer Pan, Seongheon Hong, Austin Patel, Xiaomeng Xu, Mark Cutkosky, Shuran Song
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Imagine2Act: Leveraging Object-Action Motion Consistency from Imagined Goals for Robotic Manipulation AI summary
Liang Heng, Jiadong XU, Yiwen Wang, Xiaoqi Li, Muhe Cai, Yan Shen, Juan Zhu, Guanghui Ren, Hao Dong
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LEGO: Latent-Space Exploration for Geometry-Aware Optimization of Humanoid Kinematic Design AI summary
JiHwan Yoon, Taemoon Jeong, Jeongeun Park, Chanwoo Kim, Jaewoon Kwon, Yonghyeon Lee, Kyungjae Lee, Sungjoon Choi
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Active Tactile Exploration for Rigid Body Pose and Shape Estimation AI summary
Ethan Kroll Gordon, Bruke Baraki, Hien Bui, Michael Posa
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AURA: Autonomous Upskilling with Retrieval-Augmented Agents AI summary
Alvin Zhu, Yusuke Tanaka, Andrew Goldberg, Dennis Hong
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Exploring Single Domain Generalization of LiDAR-Based Semantic Segmentation under Imperfect Labels AI summary
Weitong Kong, Zichao Zeng, Di Wen, Jiale Wei, Kunyu Peng, June Moh Goo, Jan Boehm, Rainer Stiefelhagen
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Cross-Modal Instructions for Robot Motion Generation AI summary
William Baron, Xiaoxiang Dong, Matthew Johnson-Roberson, Weiming Zhi
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ConTact: Contrastive Tactile Alignment for Sim-To-Real Robotic Manipulation AI summary
Yanlin Lai, YINZHAO DONG, Chun Yuan, Cheng Zhou
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EMPERROR: A Flexible Generative Perception Error Model for Probing Self-Driving Planners AI summary
Niklas Hanselmann, Simon Doll, Marius Cordts, Hendrik Peter Asmus Lensch, Andreas Geiger
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Human-Interpretable Uncertainty Explanations for Point Cloud Registration AI summary
Johannes Albert Gaus, Loris Schneider, Yitian Shi, Jongseok Lee, Rania Rayyes, Rudolph Triebel
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Seeing Motion, Generating Action: Explicit Motion-Aware Policy for Robotic Action Generation AI summary
Yixiong Li, Ye Zhang, Yun Pei, Yongjian Zhang, Ruimao Zhang, Yulan Guo
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GIMloco: Generic Internal Model-Based Locomotion for Quadruped Robots AI summary
Zhonghuai Yan, Quan Quan
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AnchorDream: Repurposing Video Diffusion for Embodiment-Aware Robot Data Synthesis AI summary
Junjie Ye, Rong Xue, Basile Van Hoorick, Pavel Tokmakov, Muhammad Zubair Irshad, YUE WANG, Vitor Guizilini
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Investigating the Role of Implicit Signals in Adaptive User-Aware Human-Robot Interactions AI summary
Bálint Gucsi, Nguyen Tan Viet Tuyen, Bing Chu, Danesh Tarapore, Long Tran-Thanh
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Rapid Adaptation of Particle Dynamics for Generalized Deformable Object Mobile Manipulation AI summary
Bohan Wu, Roberto Martín-Martín, Li Fei-Fei
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PPF: Pre-Training and Preservative Fine-Tuning of Humanoid Locomotion Via Model-Assumption-Based Regularization AI summary
Hyunyoung Jung, Zhaoyuan Gu, Ye Zhao, Hae-Won Park, Sehoon Ha
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ManiMorph: Object Representations in Robot Manipulators Morphology for Improving Multi-Task Manipulation Performance AI summary
Ali Abdalla, Michael Przystupa, Xinrui Zu, Kevin Sebastian Luck, Glen Berseth
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GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning AI summary
Rui Tang, Guankun Wang, Long Bai, Huxin Gao, Jiewen Lai, Chi Kit Ng, Jiazheng Wang, Fan Zhang, Hongliang Ren
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Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands AI summary
Christopher Ford, Haoran Li, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora
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Deep Sensorimotor Control by Imitating Predictive Models of Human Motion AI summary
Himanshu Gaurav Singh, Pieter Abbeel, Jitendra Malik, Antonio Loquercio
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GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation AI summary
Guangqi Jiang, Haoran Chang, Ri-Zhao Qiu, Yutong Liang, Mazeyu Ji, Jiyue Zhu, Xueyan Zou, Zhao Dong, Xiaolong Wang
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