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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1845 result(s) for “Learning from Experience” Page 13 of 37
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OmniRetarget: Interaction-Preserving Data Generation for Humanoid Whole-Body Loco-Manipulation and Scene Interaction AI summary
Lujie Yang, Xiaoyu Huang, Zhen Wu, Angjoo Kanazawa, Pieter Abbeel, Carmelo Sferrazza, Karen Liu, Yan Duan, Guanya Shi
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Adaptive Dynamics Planning for Robot Navigation AI summary
Yuanjie Lu, Mingyang Mao, Linji Wang, Tong Xu, Xiaomin Lin, Xuesu Xiao
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SIGMA: An Agent-Based Modeling UAV Swarm Simulator for Swarm Intelligence Algorithms AI summary
Sheng Zhang, Juan Li, Chang Liu, Lei Fu, Zehao Bai, Jie Li
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Goal-Oriented Control Strategies for Soft Growing Robots AI summary
Wentao Huang, Pengchun Li, Ziyi Zhang, Zuankai Wang, Dekai Zhou, Longqiu Li
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A Practical Multi-Body Model Enabling a Flexible-Wheeled Robot to Learn Blind Stair Climbing AI summary
Chan-Young Yoon, Baek-Kyu Cho
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GRU-Based Kalman Filtering for 3D Multi-Object Tracking AI summary
Zikang Yuan,, Xiaoxiang Wang, Jiaxin Liu, Miaojie Feng, Zhaoxing Zhang and Xin YangB
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SpReg: An Autonomous Image-To-Patient Registration Framework for Robotic Bronchoscopy AI summary
Dingpei Han, Tianqi Huang, Fang Chen,∗
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ConsistencyPlanner: Real-Time Planning with Fast-Sampling Consistency Models AI summary
Qichao Zhang, Xing Fang, Jiaqi Fang, Zhenwen Cai, Jie Ling, Qiankun Yu, Dongbin Zhao
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Floating-Base Deep Lagrangian Networks AI summary
Lucas Schulze, Juliano Negri, Victor Barasuol, Vivian Suzano Medeiros, Marcelo Becker, Jan Peters, Oleg Arenz
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Multimodal Variational DeepMDP: An Efficient Approach for Industrial Assembly in High-Mix, Low-Volume Production AI summary
Grzeogrz Bartyzel
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LACY: A Vision-Language Model-Based Language-Action Cycle for Self-Improving Robotic Manipulation AI summary
Youngjin Hong, Houjian Yu, Mingen Li, Changhyun Choi
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Tactile Object Recognition with Recurrent Neural Networks through a Perceptive Soft Gripper AI summary
Enrico Donato, David Pelliccia, Matin Hosseinzadeh, Mahmood Amiri, Egidio Falotico
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Unleashing Humanoid Reaching Potential Via Real-World-Ready Skill Space AI summary
Zhikai Zhang, Chao Chen, Han Xue, Jilong Wang, Sikai Liang, Yun Liu, Zongzhang Zhang, He Wang, Li Yi
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LLM Trainer: Automated Robotic Data Generating Via Demonstration Augmentation Using LLMs AI summary
Abraham George, Amir Barati Farimani
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PMG: Parameterized Motion Generator for Human-Like Locomotion Control AI summary
Chenxi Han, Yuheng Min, Zihao Huang, Ao Hong, Hang Liu, Yi Cheng, Houde Liu
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Human Insights Driven Latent Space for Different Driving Perspectives: A Unified Encoder for Efficient Multi-Task Inference AI summary
Huy Dung Nguyen, Anass Bairouk, Mirjana Maras, Wei Xiao, Tsun-Hsuan Wang, Patrick Chareyre, Ramin Hasani, Marc Blanchon, Daniela Rus
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GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-Training in Autonomous Driving AI summary
Shaoqing Xu, Fang LI, Shengyin Jiang, Ziying Song, Zhi-Xin Yang
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SAGrid: Scaling Robot Simulation through Automatic Affordance Annotation on In-The-Wild 3D Assets AI summary
Cem Gokmen, Yalcin Tur, Aditesh Kumar, Auddithio Nag, Li Fei-Fei
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FLIP: Flowability-Informed Powder Weighing AI summary
Nikola Radulov, Alex Wright, Thomas Little, Andrew Ian Cooper, Gabriella Pizzuto
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3D Printable Soft Liquid Metal Sensors for Delicate Manipulation Tasks AI summary
Lois Liow, Jonty Milford, Emre Uygun, Andre Farinha, VinothKumar Viswanathan, Joshua Pinskier, David Howard
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Planning Using Belief Summaries for Goal-Directed Manipulation of Articulated Objects with Force and Proprioception AI summary
Thavishi Illandara, Michael Hagenow, Julie A. Shah
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Structured Diversity Control: A Dual-Level Framework for Group-Aware Multi-Agent Coordination AI summary
Shuocun Yang, Huawen Hu, Xuan Liu, Yincheng Yao, Enze Shi, Shu Zhang
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Tactile-Conditioned Diffusion Policy for Force-Aware Robotic Manipulation AI summary
Erik Helmut, Niklas Wilhelm Funk, Tim Schneider, Cristiana de Farias, Jan Peters
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Playbook: Scalable Discrete Skill Discovery from Unstructured Datasets for Long-Horizon Decision-Making Problems AI summary
Minjae Kang, Mineui Hong, Songhwai Oh
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First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling AI summary
Alexander Davydov, Franck Djeumou, Marcus Greiff, Makoto Suminaka, Michael Thompson, John Subosits, Thomas Lew
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SDPRLayers: Certifiable Backpropagation through Polynomial Optimization Problems in Robotics AI summary
Connor Holmes, Frederike Dümbgen, Timothy Barfoot
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A Multi-Level Similarity Approach for Single-View Object Grasping: Matching, Planning, and Fine-Tuning AI summary
Hao Chen, Takuya Kiyokawa, Zhengtao Hu, Weiwei Wan, Kensuke Harada
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DINO-VO: A Feature-Based Visual Odometry Leveraging a Visual Foundation Model AI summary
Maulana Bisyir Azhari, David Hyunchul Shim
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Localized Graph-Based Neural Dynamics Models for Terrain Manipulation AI summary
Chaoqi Liu, Yunzhu Li, Kris Hauser
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ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation AI summary
Jason Chen, I-Chun Arthur Liu, Gaurav Sukhatme, Daniel Seita
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Mobile Manipulation Instruction Generation from Multiple Images with Automatic Metric Enhancement AI summary
Kei Katsumata, Motonari Kambara, Daichi Yashima, Ryosuke Korekata, Komei Sugiura
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PACER: Preference-Conditioned All-Terrain Costmap Generation AI summary
Luisa Mao, Garrett Warnell, Peter Stone, Joydeep Biswas
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STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving AI summary
Zihao Liu, Xing Liu, Yizhai Zhang, Panfeng Huang
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Phys2Real: Fusing VLM Priors with Interactive Online Adaptation for Uncertainty-Aware Sim-To-Real Manipulation AI summary
Maggie Wang, Stephen Tian, Aiden Swann, Ola Shorinwa, Jiajun Wu, Mac Schwager
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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ManeuverNet: A Soft Actor-Critic Framework for Precise Maneuvering of Double-Ackermann-Steering Robots with Optimized Reward Functions AI summary
Kohio Deflesselle, Mélodie DANIEL, Aly Magassouba, Miguel Aranda, Olivier Ly
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Collaborative Planning with Concurrent Synchronization for Operationally Constrained UAV-UGV Teams AI summary
Zihao Deng, Qianhuang Li, Peng Gao, Maggie Wigness, John G. Rogers III, Donghyun Kim, Hao Zhang
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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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Audio-2-Shape: 3D Generation from What You Hear AI summary
Xuran He, Xian-Feng Han, Shi-Jie Sun
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NaturalVLM: Leveraging Fine-Grained Natural Language for Affordance-Guided Visual Manipulation AI summary
Ran Xu, Yan Shen, Xiaoqi Li, Ruihai Wu, Hao Dong
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Scalable Multi Agent Diffusion Policies for Coverage Control AI summary
Frederic Vatnsdal, Romina Garcia Camargo, Saurav Agarwal, Alejandro Ribeiro
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ActiveVLN: Towards Active Exploration Via Multi-Turn RL in Vision-And-Language Navigation AI summary
Zekai Zhang, Weiye Zhu, Hewei Pan, Xiangchen Wang, Rongtao Xu, XING Sun, Feng Zheng
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SPARR: Simulation-Based Policies with Asymmetric Real-World Residuals for Assembly AI summary
Yijie Guo, Iretiayo Akinola, Lars Johannsmeier, Hugo Hadfield, Abhishek Gupta, Yashraj Narang
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A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot AI summary
Yan Liu, XiZhe Zang, Xuehe Zhang, Chao Song, Boyang Chen, Jie Zhao
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Multi-View Stereo with Geometric Encoding for Large-Scale Dense Scene Reconstruction AI summary
Guidong YANG, Rui Cao, Junjie Wen, Benyun ZHAO, Qingxiang Li, Xi Chen, Yunhui Liu, Ben M. Chen
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MOSAIC: Multi-Objective Optimization from Zero-Shot Language Reasoning in Preference-Based RL AI summary
Daniel Marta, Simon Holk, Iolanda Leite
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Improving Robotic Manipulation Robustness Via NICE Scene Surgery AI summary
Sajjad Pakdamansavoji, MOZHGAN POURKESHAVARZ, Adam Sigal, Zhiyuan Li, Rui Heng Yang, Amir Rasouli
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Perception-Driven Estimation of Terrain Motion Resistance for UGVs AI summary
Tom Bourbon, Stephanie Aravecchia, Cedric Pradalier
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HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments AI summary
Yufei Zhu, Shih-Min Yang, Martin Magnusson, Allan Wang
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Motion before Action: Diffusing Object Motion As Manipulation Condition AI summary
Yue Su, Xinyu Zhan, Hongjie Fang, Yong-Lu Li, Cewu Lu, Lixin Yang
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