Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2837 result(s) for “Data Sets for Robot Learning” Page 10 of 57
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PKF: Probabilistic Data Association Kalman Filter for Multi-Object Tracking AI summary
Hanwen Cao, George J. Pappas, Nikolay Atanasov
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Dynamic Targeting of Satellite Observations Using Supplemental Geostationary Satellite Data and Hierarchical Planning AI summary
Akseli Kangaslahti, Itai Zilberstein, Alberto Candela, Steve Chien
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Contact-Safe Reinforcement Learning with ProMP Reparameterization and Energy Awareness AI summary
Bingkun Huang, Yuhe Gong, Zewen Yang, Tianyu REN, Luis Figueredo
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Learning Unified Probabilistic Spatial Relation Representation from Visual Demonstrations AI summary
Paul Emil Hannuschka, Jianfeng Gao, Tamim Asfour
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SurgSync: Time-Synchronized Multi-Modal Data Collection Framework and Dataset for Surgical Robotics AI summary
Haoying Zhou, Chang Liu, Yimeng Wu, Junlin Wu, Zijian Wu, Yu Chung Lee, Sara Martuscelli, Septimiu E. Salcudean, Gregory Scott Fischer, Peter Kazanzides
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EXOM: An Excavator Operation Monitoring Framework with Onboard Vision and Sensor Data AI summary
Seok-Kyu Kang, Seong-Gye Lee, Gye-Bong Jang
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Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion Over Real-World Uneven Terrain AI summary
Feiyang Wu, Xavier Nal, Jaehwi Jang, Wei Zhu, Zhaoyuan Gu, Anqi Wu, Ye Zhao
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Robust 3D Multi-Object Tracking for Autonomous Driving with Adaptive LiDAR-Visual Fusion and Multilevel Data Association AI summary
Chao Jiang, Chao Wang, Liang Nie, mingyue Zhang, Zhou Yuting
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FAR-Dex: Few-Shot Data Augmentation and Adaptive Residual Policy Refinement for Dexterous Manipulation AI summary
Yushan Bai, Fulin Chen, Hongzheng Sun, Yuchuang Tong, En Li, zhengtao zhang
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Bi3: A Biplatform, Bicultural, Biperson Dataset for Social Robot Navigation AI summary
Andrew Stratton, Phani Teja Singamaneni, Pranav Goyal, Rachid Alami, Christoforos Mavrogiannis
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LARVO-RRT*: Learning Guided Adaptive Reconfiguration with Vector Field Oriented RRT* AI summary
Wijenayaka Kankanamge Rishan Sachinthana, Bhagya Prasangi Samarakoon Samarakoon Mudiyanselage, Viraj Jagathpriya Muthugala Muthugala Arachchige, Mohan Rajesh Elara
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One Prompt, Many Rooms: A Force-Directed Approach to 3D Scene Generation for Robotics Simulation AI summary
Christopher May, Peter Hetzner, Matthias Kalenberg, Ashwin Sajith Nambiar, Jörg Franke, Sebastian Reitelshöfer
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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Phase-Aware Policy Learning for Skateboard Riding of Quadruped Robots Via Feature-Wise Linear Modulation AI summary
Minsung Yoon, Jeil Jeong, Sung-eui Yoon
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Gaussian Splatting and Point Cloud-Based Workspace Prediction for Collision-Free Trajectory Planning in Collaborative Robots AI summary
Jungho Seo, DongWook Kim
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Mash, Spread, Slice! Learning to Manipulate Object States Via Visual Spatial Progress AI summary
Priyanka Mandikal, Jiaheng Hu, Shivin Dass, Sagnik Majumder, Roberto Martín-Martín, Kristen Grauman
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SoftMimic: Learning Compliant Whole-body Control from Examples AI summary
Gabriel Margolis, Michelle Wang, Nolan Fey, Pulkit Agrawal
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Learning to Throw Objects Safely in Multi-Obstacle Environments AI summary
Mohammadreza Kasaei, Klemen Voncina, Hamidreza Kasaei
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Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks AI summary
Vincent Kurtz, Joel Burdick
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Optimizing Vehicle Trajectories at a Signalized Intersection in Mixed Traffic AI summary
Cheng Peng, Jiaping Wang, Pengchao Liu, Zhen Wang, Xiangmo Zhao
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ID(O): Mapping Data Quantization for Bathymetric Collaborative SLAM AI summary
Qianyi Zhang, Jinwhan Kim
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Agility Meets Stability: Versatile Humanoid Control with Heterogeneous Data AI summary
Yixuan Pan, Ruoyi Qiao, Li Chen, Kashyap Chitta, Liang Pan, Haoguang Mai, Qingwen Bu, Cunyuan Zheng, Hao Zhao, Ping Luo, Hongyang Li
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VCC: Efficient Voxel-Based Collision Checking Framework for Real-Time Robotic Motion Planning AI summary
Ching Chen, TSUNG TAI YEH
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Large Pre-Trained Models and Few-Shot Fine-Tuning for Virtual Metrology: A Framework for Uncertainty-Driven Adaptive Process Control in Semiconductor Manufacturing AI summary
Chin-Yi Lin, Tzu-Liang (Bill) Tseng, Solayman Hossain Emon, Tsung-Han Tsai
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Learning to Control the Whole-Body Shape of a Soft Robotic Arm in Unknown Situations AI summary
Zhiqiang Tang, Qianqian WANG, Daniela Rus, Cecilia Laschi
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PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics AI summary
Jan Obrist, Miguel Angel Zamora Mora, Hehui Zheng, Ronan Hinchet, Firat Ozdemir, Juan Jose Zarate, Robert Kevin Katzschmann, Stelian Coros
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Quadrotor Navigation Using Reinforcement Learning with Privileged Information AI summary
Jonathan Lee, Abhishek Rathod, Kshitij Goel, John Stecklein, Wennie Tabib
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Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation AI summary
improving task performance.
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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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Collaborative Exploration with a Marsupial Ground-Aerial Robot Team through Task-Driven Map Compression AI summary
Angelos Zacharia, Mihir Rahul Dharmadhikari, Kostas Alexis
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Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models AI summary
Mingyang Lv, Yinqian Sun, Erliang Lin, huangrui li, Ruolin Chen, Feifei Zhao, Yi Zeng
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Y-MAP-Net: Learning from Foundation Models for Real-Time, Multi-Task Scene Perception AI summary
Ammar Qammaz, Nikolaos Vasilikopoulos, Iason Oikonomidis, Antonis Argyros
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Learning Traversability Cost Maps with Decomposed Uncertainties Via Continuous-State MEDIRL AI summary
Gwanhyeong Song, Dongjae Lee, Ayoung Kim
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SEEC: Stable End-Effector Control with Model-Enhanced Residual Learning for Humanoid Loco-Manipulation AI summary
Jaehwi Jang, Zhuoheng Wang, Ziyi Zhou, Feiyang Wu, Ye Zhao
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Preference-Conditioned Reinforcement Learning for Space-Time Efficient Online 3D Bin Packing AI summary
Nikita Sarawgi, Omey Mohan Manyar, Fan Wang, Thinh Nguyen, Daniel Seita, Satyandra K. Gupta
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LRDDv3: High-Resolution Long-Range Drone Detection Dataset with Range Information and Thermal Data AI summary
Knut Peterson, Zaid Mayers, Md Azmain Yousuf, Priontu Chowdhury, Solmaz Arezoomandan, Asher Julius Zaczepinski, Reihaneh Maarefdoust, David Han
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Quantum Machine Learning and Grover�s Algorithm for Quantum Optimization of Robotic Manipulators AI summary
Hassen Nigatu Sirag, Gaokun Shi, Jituo Li, Jin Wang, GuoDong Lu, Howard Li
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How to Train Your Tactile Model: Tactile Perception with Multi-Fingered Robot Hands AI summary
Christopher Ford, Kaichen Shi, Laura Elizabeth Butcher, Nathan Lepora, Efi Psomopoulou
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CBF-RL: Safety Filtering Reinforcement Learning in Training with Control Barrier Functions AI summary
Lizhi Yang, Blake Werner, Massimiliano de Sa, Aaron Ames
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An Alignment-Based Approach to Learning Motions from Demonstrations AI summary
Alex Cuellar, Christopher K Fourie, Julie A. Shah
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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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Bridging Policy and Real-World Dynamics: LLM-Augmented Rebalancing for Shared Micromobility Systems AI summary
Heng Tan, Hua Yan, Yu Yang
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DRUM: Diffusion-Based Raydrop-Aware Unpaired Mapping for Sim2Real LiDAR Segmentation AI summary
Tomoya Miyawaki, Kazuto Nakashima, Yumi Iwashita, Ryo Kurazume
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Learning Task-Invariant Properties Via Dreamer: Enabling Efficient Policy Transfer for Quadruped Robots AI summary
Junyang Liang, Yuxuan Liu, Yanbin Chang, Junfan Lin, JunKai JI, Hui Li, Changxin Huang, Jianqiang Li
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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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GSAT: Geometric Traversability Estimation Using Self-Supervised Learning with Anomaly Detection for Diverse Terrains AI summary
Dongjin Cho, Miryeong Park, Juhui Lee, Geonmo Yang, Younggun Cho
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To Harvest or Not to Harvest: Mapping and Decision-Making for a Selective Table Grape Harvesting Robot AI summary
Ruben Beumer, Leonardo Saraceni, Daniele Nardi, Duarte Antunes, René Molengraft van de, Thomas Ciarfuglia
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Physics-Informed Passive Motion Paradigm for Parallel Robots: A High-Precision Motor-Primitives Framework AI summary
Fuli Wang, Fazair Nizar Siraj, Windo Hutabarat, Ashutosh Tiwari
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EES: A Data-Driven End-To-End Escorting System Via Spatiotemporal Feature Fusion AI summary
Youjin Yu, Junxiang Li, Bowen Li, Tao Wu, Huijing Zhao
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Supportive Relationships-Aware Hierarchical Reinforcement Learning for Efficient Ex-Situ Object Rearrangement AI summary
leibing xiao, Xuemei Wang, Zhao Zhongqiang, Yachao Wang, Jin Liu, Chaoqun Wang
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