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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2837 result(s) for “Data Sets for Robot Learning” Page 9 of 57
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Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution AI summary
Humphrey James Lee Munn, Brendan Tidd, Peter Bohm, Marcus Gallagher, David Howard
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Region-Selective Synthetic Data Injection for Data-Driven Magnetic Capsule Pose Estimation AI summary
Stevanus Darwin, Ayoung Hong
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OCT-DeformNet: Optical Coherence Tomography-Guided Biological Tissue Shape Prediction for Robot Palpation in Microsurgery AI summary
Guangshen Ma, Tianhao Qin, Jiawei Liu, Mark Draelos
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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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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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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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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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Reinforcement Learning for Active Perception in Autonomous Navigation AI summary
Grzegorz Malczyk, Mihir Kulkarni, Kostas Alexis
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X-Nav: Learning End-To-End Cross-Embodiment Navigation for Mobile Robots AI summary
Haitong Wang, Aaron Hao Tan, Angus Fung, Goldie Nejat
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Above and Below: Heterogeneous Multi-Robot SLAM across Surface and Underwater Domains AI summary
John McConnell, Armon Shariati, Paul Szenher, Yaxuan Li
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Two-Time-Scale Composite Learning Online Identification and Control for Compliant-Joint Robots AI summary
Tian Shi, Lin Liu, Qian Wang, Jinya Su, Shihua Li, Yongping Pan
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Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos AI summary
Hao Zheng, Jinyi Huang, Tiantian Zheng, Xun Xu, Tuka Alhanai
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GuideTWSI: A Diverse Tactile Walking Surface Indicator Dataset from Synthetic and Real-World Images for Blind and Low-Vision Navigation AI summary
Hochul Hwang, Soowan Yang, Nhat Hong Anh Nguyen, Parth Goel, Krisha Adhikari, Sunghoon Ivan Lee, Joydeep Biswas, Nicholas Giudice, Donghyun Kim
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Scalable Multi-Agent Reinforcement Learning Framework for Multi-Machine Tending AI summary
Abdalwhab Bakheet Mohamed Abdalwhab, Giovanni Beltrame, David St-Onge
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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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D2MFusion: An End-To-End Differentiable Trajectory Optimizer for Safe Reactive Navigation AI summary
Xiangyu Zhou, Shenghong Zhang, Xiao Li
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Generalized Momenta-Based Koopman Formalism for Robust Control of Euler-Lagrangian Systems AI summary
Rajpal Singh, Aditya Singh, Chidre Shravista Kashyap, Jishnu Keshavan
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Closed-Loop Trajectory Optimization of Deformable Linear Objects for Dynamic Motions AI summary
Marc Kilian Klankers, Jochen J. Steil
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OmniVLA: Physically-Grounded Multimodal VLA with Unified Multi-Sensor Perception for Robotic Manipulation AI summary
Heyu Guo, Shanmu Wang, Ruichun Ma, Shiqi Jiang, Yasaman Ghasempour, Omid Abari, Baining Guo, Lili Qiu
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A Modular Residual Learning Framework to Enhance Model-Based Approach for Robust Locomotion AI summary
Min-Gyu Kim, Dongyun Kang, Hajun Kim, Hae-Won Park
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TOLEBI: Learning Fault-Tolerant Bipedal Locomotion Via Online Status Estimation and Fallibility Rewards AI summary
Hokyun Lee, Woo-Jeong Baek, Junhyeok Cha, Jaeheung Park
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Semantically-Driven Deep Reinforcement Learning for Inspection Path Planning AI summary
Grzegorz Malczyk, Mihir Kulkarni, Kostas Alexis
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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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Agile Hauler Curriculum: Learning High-Speed Locomotion for Robots under Demanding Payloads AI summary
Yawen Zhou, Haopeng Tang, Huiqiao Fu, Peng Li
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Dribble Master: Learning Agile Humanoid Dribbling through Legged Locomotion AI summary
Zhuoheng Wang, Jinyin Zhou, Qi Wu
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SG-Reg: Generalizable and Efficient Scene Graph Registration AI summary
Chuhao Liu, Zhijian Qiao, Jieqi Shi, Ke WANG, Peize LIU, Shaojie Shen
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Risk-Aware Reinforcement Learning with Bandit-Based Adaptation for Quadrupedal Locomotion AI summary
Yuanhong Zeng, Anushri Dixit
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R2BC: Multi-Agent Imitation Learning from Single-Agent Demonstrations AI summary
Connor Mattson, Varun Raveendra, Ellen Novoseller, Nicholas Waytowich, Vernon Lawhern, Daniel Brown
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SignBot: Learning Human-To-Humanoid Sign Language Interaction AI summary
Guanren Qiao, Sixu Lin, Ronglai Zuo, Zhizheng Wu, Kui JIA, Guiliang Liu
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Learning Motion Skills with Adaptive Assistive Curriculum Force in Humanoid Robots AI summary
Zhanxiang Cao, Yang Zhang, Buqing Nie, Huangxuan Lin, Haoyang Li, Yizhi Chen, Xiaokang Yang, Yue Gao
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ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation AI summary
Jinu Pahk, Theo Taeyeong Kim, Jun Ki Lee, Byoung-Tak Zhang
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DRILL: Deployment & Reading of In-Ground Low-Cost Soil Moisture Logging Sensors Using an Autonomous Ground Robot AI summary
Aarya Deb, Joseph Norwood, Martin Vassilev, Sean MacDonald, Kitae Kim, David Cappelleri
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Learning Fast, Tool-Aware Collision Avoidance for Collaborative Robots AI summary
Joonho Lee, Yunho Kim, Seok Joon Kim, Van Quan Nguyen, Young Jin Heo
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Flow-Enabled Generalization to Human Demonstrations in Few-Shot Imitation Learning AI summary
Runze Tang, Penny Sweetser
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MetaDP: Meta-Manipulation Diffusion Policy for Robotic Manipulation AI summary
Zheyi Zhao,, Ying He,, F. Richard Yu, Jiyuan Song, and Xilong Xun
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FT-CPG: Learning Central Pattern Generators for Fault-Tolerant Quadruped Locomotion under Multi-Joint Failures AI summary
Pei Zhang, Zhaobo Hua, Qiyu Qiu, Jinliang Ding
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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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Scalable Vision-Language-Action Model Pretraining for Robotic Dexterous Manipulation with Real-Life Human Activity Videos AI summary
Qixiu Li, Yu Deng, Yaobo Liang, Lin Luo, Lei Zhou, Chengtang Yao, Lingqi Zeng, ZhiYuan Feng, Huizhi Liang, Sicheng Xu, Yizhong Zhang, Xi Chen, Hao Chen, Lily Sun, Dong Chen, Jiaolong Yang, Baining Guo
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Reinforcement Learning-Based Robust Wall Climbing Locomotion Controller in Ferromagnetic Environment AI summary
Yong Um, Young-Ha Shin, Joon-Ha Kim, Soonpyo Kwon, Hae-Won Park
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Hysteresis-Aware Neural Network Modeling and Whole-Body Reinforcement Learning Control of Soft Robots AI summary
Zongyuan Chen, Yan Xia, Jiayuan Liu, Jijia Liu, Wenhao Tang, Jiayu Chen, Feng Gao, Longfei Ma, Hongen Liao, Yu Wang, Chao Yu, Boyu Zhang, Fei Xing
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Retargeting Matters: General Motion Retargeting for Humanoid Motion Tracking AI summary
João Araújo, Yanjie Ze, Pei Xu, Jiajun Wu, Karen Liu
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M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots AI summary
Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto
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OCT Imaging for Pose Estimation and Feedback Control of an Articulated Magnetic Surgical Tool AI summary
Erik Fredin, Nirmal Pol, Anton Zaliznyi, Dmytro Fishman, Eric D. Diller, Lueder Alexander Kahrs
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Data-Driven Control Optimization on Frequency Response for Fast and Precise Motion of Flexible Joint Robots AI summary
Deokjin Lee, Junho Song, Sehoon Oh
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Simultaneous Deep Model-Based Reinforcement Learning and State Inference under Partial Observability AI summary
William Cong, Josiah Hanna
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ActionReasoning: Robot Action Reasoning in 3D Space with LLM for Robotic Brick Stacking AI summary
Guangming Wang, Qizhen Ying, Yixiong Jing, Olaf Wysocki, Brian Sheil
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Sight Over Site: Perception-Aware Reinforcement Learning for Efficient Robotic Inspection AI summary
Richard Kuhlmann, Jakob Wolfram, Boyang Sun, Jiaxu Xing, Davide Scaramuzza, Marc Pollefeys, Cesar Cadena
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T2-Nav: Algebraic-Topology�Aware Temporal Graph Memory and Loop Detection for Zero-Shot Visual Navigation AI summary
Nguyen Duc Quang Anh, Pham Minh Duc, Minh Anh Nguyen, Duy Tung Doan, Tuan Dang
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DynDLO: Learning-Based Trajectory Planning for Dynamic Robotic Manipulation of Deformable Linear Objects AI summary
Daniele Maria Liuni, Alessandro Bartesaghi, Andrea Monguzzi, Alessandra Miuccio, Andrea Maria Zanchettin, Paolo Rocco
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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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