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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 16 of 57
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Learning Flexible Job Shop Scheduling under Limited Buffers and Material Kitting Constraints AI summary
Shishun Zhang, Juzhan Xu, Yidan Fan, Chenyang Zhu, Ruizhen Hu, YONGJUN WANG, Kai Xu
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Beyond Scalar Rewards: Distributional Reinforcement Learning with Preordered Objectives for Safe and Reliable Autonomous Driving AI summary
Ahmed Abouelazm, Jonas Michel, Daniel Bogdoll, Philip Schörner, Johann Marius Zöllner
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A Narwhal-Inspired Sensing-To-Control Framework for Small Fixed-Wing Aircraft AI summary
Fengze Xie, Xiaozhou Fan, Jacob Schuster, Yisong Yue, Gharib Morteza
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HoMeR: Learning In-The-Wild Mobile Manipulation Via Hybrid Imitation and Whole-Body Control AI summary
Priya Sundaresan, Rhea Malhotra, Phillip Miao, Jingyun Yang, Jimmy Wu, Hengyuan Hu, Rika Antonova, Francis Engelmann, Dorsa Sadigh, Jeannette Bohg
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DexCtrl: Sim-To-Real Dexterity with Adaptive Controller Learning AI summary
Shuqi Zhao, Ke Yang, Yuxin Chen, Chenran Li, Yichen Xie, Xiang Zhang, Changhao Wang, Masayoshi Tomizuka
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Towards Learning Boulder Excavation with Hydraulic Excavators AI summary
Jonas Gruetter, Lorenzo Terenzi, Pascal Arturo Egli, Marco Hutter
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Online Planning for Multi-UAV Pursuit-Evasion in Unknown Environments Using Deep Reinforcement Learning AI summary
Jiayu Chen, Chao Yu, Guosheng Li, Wenhao Tang, Shilong Ji, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang
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Temporal Transfer Learning for Traffic Optimization with Coarse-Grained Advisory Autonomy AI summary
Jung-Hoon Cho, Sirui Li, Jeongyun Kim, Cathy Wu
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Learning Controlled Separation of Small Objects between Two Fingers with a Tactile Skin AI summary
Ulf Kasolowsky, Berthold Bäuml
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Prepare for Warp Speed: Sub-Millisecond Visual Place Recognition Using Event Cameras AI summary
Vignesh Ramanathan, Michael J Milford, Tobias Fischer
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Flexible Locomotion Learning with Diffusion Model Predictive Control AI summary
Runhan Huang, Haldun Balim, HENG YANG, Yilun Du
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Transfer Your Safety: Learning Transferable Model-Free Safety Filters from a Single Policy to Enhance Safety across Diverse Tasks AI summary
Junjun Xie, Siru Li, Shuhao Zhao, Xiaochen Xie and Liang Hu∗
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Disturbance-Aware Adaptive Compensation in Hybrid Force-Position Locomotion Policy for Legged Robots AI summary
Yang Zhang, Zhanxiang Cao, Buqing Nie, Yangqing Fu, Haoyang Li, Zheng Zhang, Yizhi Chen, Xiaokang Yang, Yue Gao
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ST-HNet: A CNN-LSM Hybrid Architecture for Spatio-Temporal Feature Learning in Event-Based Visual Place Recognition AI summary
Xun Xiao, Shasha Guo, Tie Junbo, Jingyue Zhao, Ziqi Wang, Yuan Li, jingzhuo yuan, Qiang Dou, Lei Wang
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JuggleRL: Mastering Ball Juggling with a Quadrotor Via Deep Reinforcement Learning AI summary
Shilong Ji, Yinuo Chen, Chuqi Wang, Jiayu Chen, Ruize Zhang, Feng Gao, Wenhao Tang, Shu'ang Yu, Sirui Xiang, Xinlei Chen, Chao Yu, Yu Wang
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Learning-Guided Force-Feedback Model Predictive Control with Obstacle Avoidance for Robotic Deburring AI summary
Krzysztof Wojciechowski, Ege Gursoy, Arthur Haffemayer, Sebastien Kleff, Vincent Bonnet, Florent Lamiraux, Nicolas Mansard
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WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models AI summary
Rooholla Khorrambakht, Joaquim Ortiz-Haro, Joseph Amigo, Omar Mostafa, Daniel Dugas, Franziska Meier, Ludovic Righetti
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Multi-Robot Segregation Using Finite-Time MPC with Chernoff Bound-Based Asynchronous Motion Smoothing AI summary
Richa Dubey, Shreyash Gupta, Saurabh Chaudhary, Niladri Sekhar Tripathy, Suril Vijaykumar Shah
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From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation AI summary
Wenshuo Wang, Ruiteng Zhao, Tat Joo Teo, Marcelo H Ang Jr, Haiyue Zhu
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Safe Explicable Policy Search AI summary
Akkamahadevi Hanni, Jonathan Montano, Yu (Tony) Zhang
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VB-Com: Learning Vision-Blind Composite Humanoid Locomotion against Deficient Perception AI summary
humanoid robots of Unitree G and H.
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SCOOP'D: Learning Mixed-Liquid-Solid Scooping via Sim2Real Generative Policy AI summary
Kuanning Wang, Yongchong Gu, Yuqian Fu, Zeyu Shangguan, Sicheng He, Xiangyang Xue, Yanwei Fu, Daniel Seita
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CAPE: Context-Aware Diffusion Policy Via Proximal Mode Expansion for Collision Avoidance AI summary
Rui Heng Yang, Xuan Zhao, Léo Maxime Brunswic, Montgomery Tucker Alban, Matéo Clémente, Tongtong Cao, Jun Jin, Amir Rasouli
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Multimodal Diffusion Forcing for Forceful Manipulation AI summary
Zixuan Huang, Huaidian Hou, Dmitry Berenson
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RGS: Reflection-Aware Gaussian Splatting Via Learning Geometry Continuity for Reflective Objects AI summary
Xiaobiao Du, Yida Wang, Cheng Bi, Kun Zhan, Yu Xin
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EndoDDC: Learning Sparse to Dense Reconstruction for Endoscopic Robotic Navigation Via Diffusion Depth Completion AI summary
Yinheng LIN, Yiming Huang, Beilei Cui, Long Bai, Huxin Gao, Hongliang Ren, Jiewen Lai
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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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MAKP: Multi-Mode Accurate Kicking Policy for Humanoid Robots AI summary
Zheng Zhang, Kaiyang Xu, Zhanxiang Cao, Yizhi Chen, Peng Wang, Haoyang Li, Yang Zhang, Shengcheng Fu, Xin Shen, Xiaokang Yang, Yue Gao
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Risk-Aware Control of Tendon-Driven Continuum Robots Via CVaR-MPPI with Residual Learning for Hysteresis Compensation : A Pilot Study AI summary
Dongjun Lee, DongWook Kim
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Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems AI summary
Sang Hyeon Park, Myeongyun Doh, Chanyong Park, Tuan Luong, Hyouk Ryeol Choi, Ja Choon Koo, Hugo Rodrigue, Hyungpil Moon
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Scale-Invariant and View-Relational Representation Learning for Full Surround Monocular Depth AI summary
Kyumin Hwang, Wonhyeok Choi, Kiljoon Han, Wonjoon Choi, Minwoo Choi, YONGCHEON NA, Minwoo Park, Sunghoon Im
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Design of a Variable Stiffness Quasi-Direct Drive Cable-Actuated Tensegrity Robot AI summary
Jonathan Mi, Wenzhe Tong, Yilin Ma, Xiaonan Huang
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E2O-SLAM: A Hierarchical Visual SLAM Framework Using Edge-based and Object-level Representations AI summary
Eunseon Choi, Soohee Han
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Risk-Aware Routing for a Robot in a Shared Dynamic Environment AI summary
Elena Stracca, Giorgio Grioli, Lucia Pallottino, Paolo Salaris
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Interactive Robotic Moving Cable Segmentation by Motion Correlation AI summary
Ondrej Holesovsky, Radoslav Skoviera, Vaclav Hlavac
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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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HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments AI summary
Yufei Zhu, Shih-Min Yang, Martin Magnusson, Allan Wang
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RAAP: Retrieval-Augmented Affordance Prediction with Cross-Image Action Alignment AI summary
Qiyuan Zhuang, He-Yang Xu, Yijun Wang, Xin-Yang Zhao, Yang-Yang Li, Xiu-Shen Wei
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Real-time Puncture Detection and Recovery for Pneumatic Soft Actuators AI summary
Tejonidhi R Deshpande, Tingyu Cheng, Josiah Hester
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Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning AI summary
Aditya Narendra, Mukhammadrizo Maribjonov, Dmitry Makarov, Dmitry Yudin, Aleksandr Panov
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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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Automatic Physically-Based Sim2Real for Tactile Images through Differentiable Path-Tracing Rendering AI summary
Guillaume Duret, Anna Samsonenko, Florence ZARA, Jan Peters, Liming Chen
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Visual Grounding Via Heterogeneous Representation Learning and Hierarchical Reasoning of Human-To-Vehicle Commands AI summary
Hao Wang, Suining He, Kang G. Shin
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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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Distracted Robot: How Visual Clutter Undermine Robotic Manipulation AI summary
Amir Rasouli, Montgomery Tucker Alban, Sajjad Pakdamansavoji, Zhiyuan Li, Zhanguang Zhang, Yangzheng Wu, Xuan Zhao
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Resource Mapping with a Mobile Exploration Robot Using Spectral Mixture Ergodic Search AI summary
Margaret Hansen, Ananya Rao, Abigail Breitfeld, David Wettergreen
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SAFL-Geo: Structure-Aware Feature Learning with Fusion Loss for Infrared-Visible Geo-Localization AI summary
Jiabo Shen, Shuying Zhao, Yunzhou Zhang, Tengda Zhang, Hongyu Zhou, Yu Zhang, Jiaxu Gao
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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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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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Importance Sampling Model-Based Diffusion for Trajectory Optimization AI summary
Seth Golembeski, Anirban Mazumdar
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