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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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What Matters in Learning a Zero-Shot Sim-To-Real RL Policy for Quadrotor Control? a Comprehensive Study AI summary
Jiayu Chen, Chao Yu, Yuqing Xie, Feng Gao, Yinuo Chen, Shu'ang Yu, Wenhao Tang, Shilong Ji, Mo Mu, Yi Wu, Huazhong Yang, Yu Wang
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Frequency-Guided 3D Gaussian Splatting for Challenging Low-Light View Synthesis AI summary
Zhaoyuan Mai, Bi Zeng, Boquan Zhang, Tianle Zeng, Jingxuan Lu, Jiarong Feng
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Flexible Trajectory Planning for Autonomous Vehicles Via Environmental Assessment in Extreme Scenarios AI summary
Xiang Li, Ke Lin, Xiaoqing Yang, Kejian Yan, Yanjie Li, Yunjiang Lou
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Notes-To-Self: Scratchpad Augmented VLAs for Memory Dependent Manipulation Tasks AI summary
Sanjay Haresh, Daniel Dijkman, Apratim Bhattacharyya, Memisevic Roland
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KITE: Keyframe-Indexed Tokenized Evidence for VLM-Based Robot Failure Analysis AI summary
in its failure explanation, the VLM references the BEV diagram to infer that the cup’s position remains unchanged.
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Kilometer-Scale GNSS-Denied UAV Navigation Via Heightmap Gradients: A Winning System from the SPRIN-D Challenge AI summary
Michal Werner, David Čapek, Tomá� Musil, Ondrej Franek, Tomas Baca, Martin Saska
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CollabVLA: Self-Reflective Vision-Language-Action Model Dreaming Together with Human AI summary
Nan Sun, Yongchang Li, Chenxu Wang, Bo Mao, Huiying Li, jiahe yao, kanghao li, Yifan zhang, Jian Liu, Guoying Zhang, Di Guo, Huaping Liu
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Gravity-Assisted Shape-Locking Articulated Discrete Serial Robot for Ceiling-Mounted Manipulation in Patient Care AI summary
Seonhun Lee, Frank Sup IV
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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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A Novel Bio-Inspired Fish Robot with Tunable Stiffness Via Particle Jamming AI summary
Jack Stonecipher, Allen Gao, Wei Wang
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Should I Replan? Learning to Spot the Right Time in Robust MAPF Execution AI summary
David Zahr ́adka,, David Woller, Denisa Muˇz ́ıkov ́a,, Miroslav Kulich and Libor Pˇreuˇcil
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Degradation-Aware LiDAR-Thermal-Inertial SLAM AI summary
Yu Wang, Yufeng Liu, Lingxu Chen, Haoyao Chen, Shiwu Zhang
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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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Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios AI summary
Lai Pingrui, Pan Renjie, Yu Jiaqi, Yang Hua
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Explicit Memory through Online 3D Gaussian Splatting Improves Class-Agnostic Video Segmentation AI summary
Anthony Opipari, Aravindhan Krishnan, Shreekant Gayaka, Min Sun, Cheng-Hao Kuo, Arnab Sen, Odest Chadwicke Jenkins
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Optimal Design of Integrated Aerial Platforms with Passive Joints AI summary
Yushu Yu, Kaidi Wang, Xin Meng, Jianrui Du, Jiali Sun, Ganghua Lai, Yibo Zhang
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SMARTPOSE: Development of a Sample-Efficient, Model-Agnostic, Robust, Two-Stage POSE Estimator for Unknown Satellites AI summary
Yash Kishorbhai Joshi, Suresh Sundaram
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Self-Supervised Consistency Enhanced Disentangled Learning for Neural Decoding Generalization in Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Toward Embodiment Equivariant Vision-Language-Action Policy AI summary
Anzhe Chen, Yifei Yang, Zhenjie Zhu, Kechun Xu, Zhongxiang Zhou, Rong Xiong, Yue Wang
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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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IMPACT: Behavioral Intention-Aware Multimodal Trajectory Prediction with Adaptive Context Trimming AI summary
Jiawei Sun, Xibin Yue, Jiahui Li, Tianle Shen, Chengran Yuan, Shuo Sun, Sheng Guo, Quanyun Zhou, Marcelo H Ang Jr
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Reliable Robotic Task Execution in the Face of Anomalies AI summary
Bharath Santhanam, Alex Mitrevski, Santosh Thoduka, Sebastian Houben, Teena Hassan
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A 3-Degrees-Of-Freedom Lightweight Flexible Twisted String Actuators (TSAs)-Based Exoskeleton for Wrist Rehabilitation AI summary
Mihai Dragusanu, Nicolas Guinet, Bhivraj Suthar, Tommaso Lisini Baldi, Domenico Prattichizzo, Monica Malvezzi
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HITL-D: Human in the Loop Diffusion Assisted Shared Control AI summary
Riley Zilka, Sergey Khlynovskiy, Allie Wang, Martin Jagersand
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Influence of Gripper Design on Human Demonstration Quality for Robot Learning AI summary
Gina Georgadarellis, Natalija Beslic, Seonhun Lee, Frank Sup IV, Meghan Huber
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Latent Action Diffusion for Cross-Embodiment Manipulation AI summary
Erik Bauer, Elvis Nava, Robert K. Katzschmann
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Reinforcement Learning for Robust Athletic Intelligence: Lessons from the 2nd �AI Olympics with RealAIGym� Competition AI summary
Felix Wiebe, Niccolò Turcato, Alberto Dalla Libera, Jean Seong Bjorn Choe, Bumkyu Choi, Tim Faust, Habib Maraqten, Erfan Aghadavoodi Jolfaei, Marco Calì, Alberto Sinigaglia, Giulio Giacomuzzo, Ruggero Carli, Diego Romeres, Jong-kook Kim, Gian Antonio Susto, Shubham Vyas, Dennis Mronga, Boris Belousov, Jan Peters, Frank Kirchner, Shivesh Kumar
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SM$^2$ITH: Safe Mobile Manipulation with Interactive Human Prediction Via Task-Hierarchical Bilevel Model Predictive Control AI summary
Francesco D'Orazio, Sepehr Samavi, Xintong Du, Siqi Zhou, Giuseppe Oriolo, Angela P. Schoellig
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Clutt3R-Seg: Sparse-View 3D Instance Segmentation for Language-Grounded Grasping in Cluttered Scenes AI summary
Jeongho Noh, Tai Hyoung Rhee, Eunho Lee, Jeongyun Kim, Sunwoo Lee, Ayoung Kim
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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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Efficient Multi-Camera Tokenization with Triplanes for End-To-End Driving AI summary
Boris Ivanovic, Cristiano Saltori, Yurong You, Yan Wang, Wenjie Luo, Marco Pavone
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Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics AI summary
Songhua Yang, Ziyu Liu, Yuanwei Liu, Xuetao Li, Xuanye Fei, He Huang, Zheng WANG, Miao Li
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Language Conditioning Improves Accuracy of Aircraft Goal Prediction in Non-Towered Airspace AI summary
Sundhar Vinodh Sangeetha, Chih-Yuan Chiu, Sarah H.Q. Li, Shreyas Kousik
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LeHome: A Simulation Environment for Deformable Object Manipulation in Household Scenarios AI summary
Zeyi Li, Yushi Yang, Shawn Xie, Jingkai Xu, Tianxing Chen, Yuran Wang, Zhenhao Shen, Yan Shen, Yue Chen, Wenjun Li, Yukun Zheng, Chaorui Zhang, SIYI LIN, Fei Teng, Hongjun Yang, Ming Chen, Steve Xie, Ruihai Wu
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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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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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Spectral Security Imaging System (SSIS): Optical Authenticity for Hyperspectral Pushbroom Imaging AI summary
Pablo Andres Gomez Toloza, Javier Andres Quiroga Torres, Hans Garcia, Gonzalo Arce, Henry Arguello Fuentes
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Video-To-BT: Generating Reactive Behavior Trees from Human Demonstration Videos for Robotic Assembly AI summary
Xiwei Zhao, Yiwei Wang, Yansong Wu, Fan Wu, Teng Sun, Zhonghua Miao, Sami Haddadin, Alois Knoll
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Data-Driven Anomaly Detection in Robots Using Matrix Chernoff Bounds AI summary
Richa Dubey, Niladri Sekhar Tripathy, Suril Vijaykumar Shah
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Geometry-Aware Control Barrier Functions for Collision Avoidance via Bernstein Polynomial Approximations AI summary
Siwon Jo, Yanze Zhang, Yupeng Yang, Wenhao Luo
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Stable Object Placement Planning from Contact Point Robustness AI summary
Philippe Nadeau, Jonathan Kelly
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Trajectory Optimization through Mixed-Integer Optimization of Contact Dynamics for Switching End Effector Locomotion AI summary
Jared Morgan, Mahdi Agheli
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Constrained Articulated Body Algorithms for Closed-Loop Mechanisms AI summary
Ajay Suresha Sathya, Justin Carpentier
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Evaluating Multimodal Communication Methods for Autonomous Buses in Pedestrian-Dense University Environments AI summary
Abdalla Ahmed Roshdi Mohamed, Ashita Ashok, Qazi Hamza Jan, Franziska Babel, Karsten Berns
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Non-Rigid Structure-From-Motion Via Differential Geometry with Recoverable Conformal Scale AI summary
Yongbo Chen, Yanhao Zhang, Shaifali Parashar, Liang Zhao, Shoudong Huang
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RPG: Robust Policy Gating for Smooth Multi-Skill Transitions in Humanoid Fighting AI summary
Xuelong Li, Junbo Tan, Dong Wang
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Seeing the Bigger Picture: 3D Latent Mapping for Mobile Manipulation Policy Learning AI summary
Sunghwan Kim, Woojeh Chung, Zhirui Dai, Dwait Bhatt, Arth Shukla, Hao Su, Yulun Tian, Nikolay Atanasov
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DriveCritic: Towards Context-Aware, Human-Aligned Evaluation for Autonomous Driving with Vision-Language Models AI summary
Jingyu Song, Zhenxin Li, Shiyi Lan, Xinglong Sun, Nadine Chang, Maying Shen, Jingde Chen, Katherine Skinner, Jose Alvarez
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Memory Efficient Point Cloud Registration Accelerator on FPGA AI summary
Chang Qiong, Dongqi Cai, Ran Dong, Junpei Zhong
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TrajMamba: An Ego-Motion-Guided Mamba Model for Pedestrian Trajectory Prediction from an Egocentric Perspective AI summary
Yusheng Peng, Gaofeng Zhang, Liping Zheng
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