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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight AI summary
Angel Romero, Ashwin Shenai, Ismail Geles, Elie Aljalbout, Davide Scaramuzza
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UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data AI summary
Sizhe Yang, Yiman Xie, Zhixuan Liang, Yang Tian, Jia Zeng, Dahua Lin, Jiangmiao Pang
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Universal Trajectory Optimization Framework for Differential Drive Robot Class AI summary
Mengke Zhang, Nanhe Chen, Hu Wang, Qiu JianXiong, Zhichao Han, Qiuyu Ren, Chao Xu, Fei Gao, Yanjun Cao
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Robot Cell Modeling Via Exploratory Robot Motions AI summary
Gaetano Meli, Niels Dehio
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Toward Open-Source and Modular Space Systems with ATMOS AI summary
Pedro Roque, Sujet Phodapol, Elias Krantz, Jaeyoung Lim, Joris Petrus Martinus Verhagen, Frank J. Jiang, David Dörner, Huina Mao, Gunnar Tibert, Roland Siegwart, Ivan Stenius, Jana Tumova, Christer Fuglesang, Dimos V. Dimarogonas
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SICNav-Diffusion: Safe and Interactive Crowd Navigation with Diffusion Trajectory Predictions AI summary
Sepehr Samavi, Anthony Jia-Hao Lem, Fumiaki Sato, Sirui Chen, Qiao Gu, Keijiro Yano, Angela P. Schoellig, Florian Shkurti
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QP Chaser: Polynomial Trajectory Generation for Autonomous Aerial Tracking AI summary
Yunwoo Lee, Jungwon Park, Seungwoo Jung, Boseong Jeon, Dahyun Oh, H. Jin Kim
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Kinematify: Open-Vocabulary Synthesis of High-DoF Articulated Objects AI summary
Jiawei Wang, Dingyou Wang, Jiaming Hu, Qixuan Zhang, Lan Xu, Jingyi Yu
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I-FailSense: Towards General Robotic Failure Detection with Vision-Language Models AI summary
Clémence Grislain, Hamed Rahimi, Olivier Sigaud, Mohamed Chetouani
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DREAM: Domain-Aware Reasoning for Efficient Autonomous Underwater Monitoring AI summary
Zhenqi Wu, Abhinav Modi, Angelos Mavrogiannis, Kaustubh Joshi, Nikhil Chopra, Yiannis Aloimonos, Nare Karapetyan, Ioannis Rekleitis, Xiaomin Lin
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CMAR-search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments AI summary
Kaiyao Liao, Qingfeng Li, Xinlei Zhang, Chen Chen, Qing Sun, Jianwei Niu
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The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption AI summary
Timothy R. Duggan, Pierrick Lorang, Hong Lu, Matthias Scheutz
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FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment AI summary
Sebastián Barbas Laina, Simon Boche, Sotiris Papatheodorou, Simon Schaefer, Jaehyung Jung, Helen Oleynikova, Stefan Leutenegger
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Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals Via Vision�Language Models AI summary
Chenrui Tie, Shengxiang Sun, Yudi Lin, Yanbo Wang, Zhongrui Li, Zhouhan Zhong, Jinxuan Zhu, Yiman Pang, Haonan Chen, Junting Chen, Ruihai Wu, Lin Shao
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Building Forest Inventories with Autonomous Legged Robots -- System, Lessons, and Challenges Ahead AI summary
Matias Mattamala, Nived Chebrolu, Jonas Frey, Leonard Freißmuth, Haedam Oh, Benoit Casseau, Marco Hutter, Maurice Fallon
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Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation AI summary
Yu Cui, Yujian Zhang, Lina Tao, Yang Li, Xinyu Yi, Zhibin (Alex) Li
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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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Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios AI summary
Lai Pingrui, Pan Renjie, Yu Jiaqi, Yang Hua
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Dynamic Robotic Cloth Folding with Efficient Koopman Operator-Based Model Predictive Control AI summary
Edoardo Caldarelli, Franco Coltraro, Adri`a Colom ́e, Lorenzo Rosasco, , and Carme Torras
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NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos AI summary
Hongyu Li, Lingfeng Sun, Yafei Hu, Duy Ta, Jennifer Barry, George Konidaris, Jiahui Fu
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Tactile Memory for Continuous Policy Blending in Unified Force-Impedance Control AI summary
Robin Jeanne Kirschner,, Hamid Sadeghian, and Sami Haddadin
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Relevance for Human Robot Collaboration AI summary
Xiaotong Zhang, Dingcheng Huang, Kamal Youcef-Toumi
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Ventura: Adapting Image Diffusion Models for Unified Task Conditioned Navigation AI summary
Arthur Zhang, Xiangyun Meng, Luca Callari, Dong Ki Kim, Shayegan Omidshafiei, Joydeep Biswas, Ali-akbar Agha-mohammadi, Amirreza Shaban
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Beyond Waypoints: Semantic-Centric Autonomy with Unreliable Maps through Learned Abstractions AI summary
Akila Saravanan, Songyuan Zhang, Travis Manderson, Nicholas Roy, Chuchu Fan
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AdaptPNP: Integrating Prehensile and Non-Prehensile Skills for Adaptive Robotic Manipulation AI summary
Jinxuan Zhu, Chenrui Tie, Xinyi Cao, Yuran Wang, Jingxiang Guo, Zixuan Chen, Haonan Chen, Junting Chen, Yangyu Xiao, Ruihai Wu, Lin Shao
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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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Subsecond 3D Mesh Generation for Robot Manipulation AI summary
Qian Wang, Omar Abdellall, Tony Gao, Xiatao Sun, Daniel Rakita
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CADET: A Modular Platform for Evaluating Distributed Cooperative Autonomy in Connected Autonomous Vehicles AI summary
Pragya Sharma, Brian Wang, Mani Srivastava
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MolmoAct: Action Reasoning Models That Can Reason in Space AI summary
Jason Lee, Jiafei Duan, Haoquan Fang, Yuquan Deng, Shuo Liu, Boyang Li, Bohan Fang, Jieyu Zhang, Yi Ru Wang, Sangho Lee, Winson Han, Wilbert Pumacay, Angelica Wu, Rose Hendrix, Karen Farley, Eli VanderBilt, Ali Farhadi, Dieter Fox, Ranjay Krishna
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Force-Guided Collaborative Control and Digital Twin of a Snake Robot for Cranial Bone Surgery AI summary
Adnan Munawar, Thomas Looi,, Eric Diller,, and Dale Podolsky
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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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GarmentPile++: Affordance-Driven Cluttered Garments Retrieval with Vision-Language Reasoning AI summary
Mingleyang Li, Yuran Wang, Yue Chen, Tianxing Chen, Jiaqi Liang, Zishun Shen, Haoran Lu, Ruihai Wu, Hao Dong
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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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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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PushingBots: Collaborative Pushing Via Neural Accelerated Combinatorial Hybrid Optimization AI summary
Zili Tang, Ying Zhang, Meng Guo
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RAVEN: Resilient Aerial Navigation via Open-Set Semantic Memory and Behavior Adaptation AI summary
Seungchan Kim, Omar Alama, Dmytro Kurdydyk, John Keller, Nikhil Varma Keetha, Wenshan Wang, Yonatan Bisk, Sebastian Scherer
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Tiny-DroNeRF: Tiny Neural Radiance Fields Aboard Federated Learning-Enabled Nano-Drones AI summary
Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi
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Aion: Towards Hierarchical 4D Scene Graphs with Temporal Flow Dynamics AI summary
Iacopo Catalano, Eduardo Montijano, Julio A. Placed, Javier Civera, Jorge Peña Queralta
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A Contact-Driven Framework for Manipulating in the Blind AI summary
Muhammad Suhail Saleem, Lai Yuan, Maxim Likhachev
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UniUncer: Unified Dynamic�Static Uncertainty for End-To-End Driving AI summary
Yu Gao, Jijun Wang, Zongzheng Zhang, Anqing Jiang, Yiru Wang, Yuwen Heng, Shuo Wang, HAO SUN, Zhangfeng Hu, Hao Zhao
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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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COLA: Learning Human-Humanoid Coordination for Collaborative Object Carrying AI summary
Yushi Du, Yixuan Li, Baoxiong Jia, Yutang Lin, Pei Zhou, Wei Liang, Yanchao Yang, Siyuan Huang
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Vertical-Plane Locomotion Control of a High-Speed Robotic Tuna Via NMPC AI summary
Ru Tong, Sijie Li, Di Chen, Zhengxing Wu, Junzhi Yu
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R-FAC: Resilient Value Function Factorization for Multi-Robot Efficient Search with Individual Failure Probabilities AI summary
Hongliang Guo, Qi Kang, Wei-Yun Yau, Chee-Meng Chew, Daniela Rus
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Environment-Driven Online LiDAR-Camera Extrinsic Calibration AI summary
Zhiwei Huang, Jiaqi Li, Hongbo Zhao, Ping Zhong, Xiao Ma, Xiao-Hu Zhou, Wei Ye, Rui Fan
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A High-DOF BCI Control Strategy Mapping Discrete Commands to Continuous Motion for a Drone AI summary
Jie Mei, Weize Chen, Yongzhi Huang, Xiaolin XIao, Kun Wang, Weibo Yi, Tzyy-Ping Jung, Minpeng Xu, Dong Ming
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Real-Time Sit-To-Stand Phase Classification with a Mobile Assistive Robot from Close Proximity Utilizing 3D Visual Skeleton Recognition AI summary
Anas Mahdi, Zonghao Dong, Jonathan Feng-Shun Lin, Yue Hu, Yasuhisa Hirata, Katja Mombaur
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Analysis of Independent Control in Tilt-Rotor Quadrotors AI summary
Sathyanarayanan Seshasayanan, Sanjay Chaturvedi, Soumya Ranjan Sahoo
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Concurrent-Allocation Task Execution for Multi-Robot Path-Crossing-Minimal Navigation in Obstacle Environments AI summary
Binbin Hu, Weijia Yao, Zhou Yanxin, Henglai Wei, Chen Lv
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AI-Driven Landing Zone Detection Module for Vertical Take-Off and Landing Vehicles Using Projection-Based LiDAR-Navigation Pipelines AI summary
Nirasha Herath, Oscar De Silva, George K. I. Mann, Awantha Jayasiri
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