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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform AI summary
Joel Siegert, Edoardo Ghignone, Michele Magno
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Learning-Based Fusion for Robust Multi-Spectral Visual Servoing AI summary
Enrico Fiasche, Siddharth Singh Savner, Ezio Malis, Philippe Martinet
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M2R2: MultiModal Robotic Representation for Temporal Action Segmentation AI summary
Daniel Sliwowski, Dongheui Lee
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Uncertainty-Aware Adaptive Dynamics for Underwater Vehicle�Manipulator Robots AI summary
Edward Morgan, Nenyi Kweku Dadson, Corina Barbalata
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Leveraging Cost-Effective Robotics for K-12 STEM Education through Water Quality Monitoring Tasks AI summary
Rishi Mukherjee, Andrew Ruiz, Travis Henderson, Resha Tejpaul, Kris Simonson, David Mulla, Brian McNeill, Nikos Papanikolopoulos, Junaed Sattar
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TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics AI summary
Yi Han, Enshen Zhou, Shanyu Rong, Jingkun An, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Lu Sheng, Shanghang Zhang
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Dynamics-Aware Critical Neighbor Selection for Distributed Connectivity Maintenance in Multi-Agent Systems AI summary
Wei Tan, Xin Chen
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CRED: Counterfactual Reasoning and Environment Design for Active Preference Learning AI summary
Yi-Shiuan Tung, Gyanig Kumar, Wei Jiang, Bradley Hayes, Alessandro Roncone
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Deep Reinforcement Learning for Hip Exoskeleton Control Via Predictive Simulation of Reflex-Based Human Gait AI summary
Hossein Barati, Sangdo Kim, Thanh Xuan Nguyen, Jongwon Lee, Young Jin Park
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Dilated Superpixel Aggregation for Visual Place Recognition AI summary
Zichao Zeng, June Moh Goo, Jan Boehm
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Knowledge-Guided Graph Convolutional Network for Multi-Label Image Classification AI summary
Christine Dewi, Dhananjay Thiruvady, Stephen Abednego Philemon, Nayyar Zaidi
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SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping AI summary
Lingpeng Chen, Jiakun Tang, Pui Yi Chui, Junfeng Wu, Ziyang Hong
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Bundled Liquid Crystal Elastomer Actuators with Integrated Cooling for Mesoscale Soft Robots AI summary
Anoush Sepehri, Sukjun Kim, Devyansh Agrawal, Hannah Yared, Gaoweiang Dong, Shengqiang Cai, Tania K. Morimoto
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RoboPacker: An Autonomous Robotic Packing System for General Objects AI summary
Zhenyu Wu, Ziwei Wang, Sichao Huang, Zhan Liu, Xiuwei Xu, Haibin Yan, Jiwen Lu
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A Photorealistic Dataset and Vision-Based Algorithm for Anomaly Detection During Proximity Operations in Lunar Orbit AI summary
Selina Leveugle, Chang Won Lee, Svetlana Stolpner, Chris Langley, Paul Grouchy, Steven Lake Waslander, Jonathan Kelly
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Measurement and Potential Field-Based Patient Modelling for Model-Mediated Tele-Ultrasound AI summary
Ryan S. Yeung, David G. Black, Septimiu E. Salcudean
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RGA-Net: A Vision Enhancement Framework for Robotic Surgical Systems Using Reciprocal Attention Mechanisms AI summary
Quanjun Li, Weixuan Li, Han Xia, Junhua Zhou, Chi Man Pun, Chen Xuhang
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CD-FKD: Cross-Domain Feature Knowledge Distillation for Robust Single-Domain Generalization in Object Detection AI summary
Junseok Lee, Sungho Shin, Seongju Lee, Kyoobin Lee
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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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I2D-LocX: An Efficient, Precise and Robust Method for Camera Localization in LiDAR Maps AI summary
Huai Yu, Xubo Zhu, Shu Han, Wen Yang, Gui-Song Xia
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Platform-Agnostic Reinforcement Learning Framework for Safe Exploration of Cluttered Environments with Graph Attention AI summary
Gabriele Calzolari, Vidya Sumathy, Christoforos Kanellakis, George Nikolakopoulos
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Semantic-Augmented 3D Gaussian Splatting for Visual Localization in Complex Indoor Environments AI summary
Ba Tuan Hoang Chu, Gon-Woo Kim
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IntentionVLA: Generalizable and Efficient Embodied Intention Reasoning for Human�Robot Interaction AI summary
Yandu Chen, Kefan Gu, Yuqing Wen, Yucheng Zhao, Tiancai Wang, Liqiang Nie
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A Single-Stage Spectrum-Domain Network for Trajectory Prediction AI summary
Beihao Xia, Qinmu Peng, Xinge You
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GIFT: Geometry-Induced Functional Transfer for Category-Level Object Manipulation AI summary
Cristiana de Farias, Luis Figueredo, Riddhiman Laha, Komlan Jean Maxime Adjigble, Brahim TAMADAZTE, Rustam Stolkin, Sami Haddadin, Naresh Marturi
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HoLoArm: Deformable Arms for Collision-Tolerant Quadrotor Flight AI summary
NGOC QUANG PHAM, Jonas Eschmann, Yang Zhou, Alejandro Ojeda Olarte, Giuseppe Loianno, Van Ho
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Hydrodynamic Optimization of a Spherical Amphibious Robot's Paddle-Wheel for Effective Water Surface Locomotion AI summary
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Safe Navigation under State Uncertainty: Online Adaptation for Robust Control Barrier Functions AI summary
Ersin Das, Rahal Nanayakkara, Xiao Tan, Ryan Bena, Joel Burdick, Paulo Tabuada, Aaron Ames
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CrazyMARL: Decentralized Direct Motor Control Policies for Cooperative Aerial Transport of Cable-Suspended Payloads AI summary
Viktor Lorentz, Khaled Wahba, Sayantan Auddy, Marc Toussaint, Wolfgang Hoenig
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DYMO-Hair: Generalizable Volumetric Dynamics Modeling for Robot Hair Manipulation AI summary
Chengyang Zhao, Uksang Yoo, Arkadeep Narayan Chaudhury, Giljoo Nam, Jonathan Francis, Jeffrey Ichnowski, Jean Oh
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A Gripper for Flap Separation and Opening of Sealed Bags AI summary
Sergi Foix, Jaume Oriol Lladó, Carme Torras, Julia Borras Sol
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Beyond Domain Randomization: Event-Inspired Perception for Visually Robust Adversarial Imitation from Videos AI summary
Andrea Ramazzina, Vittorio Giammarino, Matteo El Hariry, Mario Bijelic
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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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SpikeClouds: Streaming Spike-Based Processing of LiDAR for Fast and Efficient Object Detection AI summary
Michael Neumeier, Nael Fasfous, Bing Li, Axel von Arnim
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Optical LiDAR Communication: Repurposing Existing LiDAR Sensors for Infrastructure-To-Vehicle Communication AI summary
Kazuma Ikeda, Yuki Hayakawa, Ryo Suzuki, Shota Nagai, Ozora Sako, Rokuto Nagata, Ryo Yoshida, Kentaro Yoshioka
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Affordance RAG: Hierarchical Multimodal Retrieval with Affordance-Aware Embodied Memory for Mobile Manipulation AI summary
Ryosuke Korekata, Quanting Xie, Yonatan Bisk, Komei Sugiura
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GIMloco: Generic Internal Model-Based Locomotion for Quadruped Robots AI summary
Zhonghuai Yan, Quan Quan
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PoCoDP3: Pose- and Contact-Aware Visual-Tactile Policy for Contact-Rich 3D Manipulation AI summary
Zhaokun Yue, Ling Tong, Kun Qian
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Steering Performance Optimization for Wheeled Mobile Robots in Granular Media Via DRFM: Enhancing Locomotion Precision and Energy Efficiency AI summary
Chuang Cao, Lei Huang, Feiyu Zhang, YH Yin
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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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MUJICA: Multi-Skill Unified Joint Integration of Control Architecture for Wheeled-Legged Robots AI summary
Yuqi LI, Peng Zhai, Yueqi ZHang, Xiaoyi Wei, Quancheng Qian, Zhengxu He, Qianxiang Yu, Lihua ZHang
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Residual Off-Policy RL for Finetuning Behavior Cloning Policies AI summary
Lars Ankile, Zhenyu Jiang, Yan Duan, Guanya Shi, Pieter Abbeel, Anusha Nagabandi
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Mixture-Of-Experts Policy for Smooth and Stable Multi-Posture Fall Recovery in Bipedal Robot AI summary
Haomin Rong, Yuying Chen, Zhiyong Xu, Lijie Xie, Qingyu Yan, Hui Cheng
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KINESIS: Motion Imitation for Human Musculoskeletal Locomotion AI summary
Merkourios Simos, Alberto Silvio Chiappa, Alexander Mathis
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KALIKO: Kalman-Implicit Koopman Operator Learning for Prediction of Nonlinear Dynamical Systems AI summary
Albert H. Li, Ivan Dario Jimenez Rodriguez Rodriguez, Joel Burdick, Yisong Yue, Aaron Ames
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TACC: Multi-Agent Reinforcement Learning for Task Allocation with Communication Coordination in UAV Swarms AI summary
Zehao Xiong, Yexun Xi, Yizhe Cao, Chuan Li, Rong Li, Lixian Shen and Jie Li∗
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A Shared Control Architecture for Vitreoretinal Surgery with Safety Guarantee Using Control Barrier Functions AI summary
Nicola Piccinelli, Federico Vesentini, Marius Briel, Ludwig Haide, Eleonora Tagliabue, Marco Pellegrini, Gernot Kronreif, Riccardo Muradore
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Is Pre-Training Applicable to the Decoder for Dense Prediction? AI summary
Chao Ning, Wanshui Gan, Weihao Xuan, Naoto Yokoya
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Multi-Structure Mapping for Filtering Electric Arc Noise in Power Line Environments AI summary
Najlae Boulajoul, Alexis Lussier Desbiens, François Ferland
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Swimming under Constraints: A Safe Reinforcement Learning Framework for Quadrupedal Bio-Inspired Propulsion AI summary
Xinyu Cui, Fei Han, Hang Xu, Yongcheng Zeng, Luoyang Sun, RuiZhi Zhang, Jian Zhao, Haifeng Zhang, Weikun Li, Hao Chen, Jun Wang, Dixia Fan
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