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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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Dfrnet-H: Dynamic Feature Refinement Network with Heterogeneous Kernels and Weighted Fusion for Highway Monitoring AI summary
Xu Liu, Wei Han, Siren Batu, Peng Zhang, Kai Liu and Ming Ma∗
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Robust Localization for Autonomous Vehicles in Highway Scenes AI summary
Daqian Cheng, Xuchu Ding, Yujia Wu, Xiang Zhang, Lei Wang
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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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Electrospun TPU/LCE Composite Fibers for High-Performance Biomimetic Tendon Actuation AI summary
Yongzheng Luo, Shen Gao, Mingjun Tang, Yue Wang, Tao Yue
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Multimodal Diffusion Forcing for Forceful Manipulation AI summary
Zixuan Huang, Huaidian Hou, Dmitry Berenson
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TeNet: Text-To-Network for Compact Policy Synthesis AI summary
Ariyan Bighashdel, Kevin Sebastian Luck
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Unified Generation-Refinement Planning: Bridging Guided Flow Matching and Sampling-Based MPC for Social Navigation AI summary
Kazuki Mizuta, Karen Leung
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PACE: Physics Augmentation for Coordinated End-to-end Reinforcement Learning toward Versatile Humanoid Table Tennis AI summary
Muqun Hu, Wenxi Chen, Wenjing Li, Falak Mandali, Zijian He, Renhong Zhang, Praveen Krisna, Katherine Christian, Leo Benaharon, Dizhi Ma, Karthik Ramani, Yan Gu
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Decentralized Admittance Control for a Multi�manipulator System: Theory and Experiments AI summary
Graziano Carriero, Monica Sileo, Sebastiano Fregnan, Francesco Pierri, Fabrizio Caccavale, Yiannis Karayiannidis
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EB-MBD: Emerging-Barrier Model-Based Diffusion for Safe Trajectory Optimization in Highly Constrained Environments AI summary
Raghav Mishra, Ian Manchester
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LiLa-Net: Lightweight Latent LiDAR Autoencoder for 3D Point Cloud Reconstruction AI summary
Mario Resino Solis, Borja Pérez López, Jaime Godoy Calvo, Abdulla Al-Kaff, Fernando Garcia
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Plantar Compensation Via Dynamic Control of Pneumatic Insoles for Flatfoot Deformity AI summary
Bin Zhang, Yan Guo, Yijun Zhang, Jingang Yi, Binrui Wang, Tao Liu, WENYANG LI, Long He
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DynDLO: Learning-Based Trajectory Planning for Dynamic Robotic Manipulation of Deformable Linear Objects AI summary
Daniele Maria Liuni, Alessandro Bartesaghi, Andrea Monguzzi, Alessandra Miuccio, Andrea Maria Zanchettin, Paolo Rocco
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ScheduleStream: Temporal Planning with Samplers for GPU-Accelerated Multi-Arm Task and Motion Planning & Scheduling AI summary
Caelan Garrett, Fabio Ramos
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Bending Perception-Based Variable Stiffness Control for Snake Robots in Pipe Navigation AI summary
Shiyong Meng,, Huizhuo Yang, Kai Shen, Honglu Xu, Gen Chen, Jianming Wang,, and Xuan Xiao∗
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Context-Triggered Contingency Games for Strategic Multi-Agent Interaction AI summary
Kilian Schweppe, Anne-Kathrin Schmuck
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A CAD-Free Vision-Guided Framework for Robotic Deburring of Flexible Shoe Soles AI summary
Alessandra Tafuro, Marco Guarini, Angelo Mineo, Andrea Maria Zanchettin, Paolo Rocco
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Entropy-Based Incremental Coverage Path Planning for Multi-UAV Persistent Monitoring AI summary
Cai Luo, Lijun Wang, Jiucai Jin, Zhenpeng Du, Wang Miao
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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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Transformer-Based Hierarchical Reinforcement Learning for Sequential Decision-Making in Swarm Confrontation AI summary
Ruozhai Sun, Qizhen Wu, Lei Chen
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Design and Control of Modular Magnetic Millirobots for Multimodal Locomotion and Shape Reconfiguration AI summary
Erik Garcia Oyono, Jialin Lin, Dandan Zhang
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Gaussian Variational Inference with Non-Gaussian Factors for State Estimation: A UWB Localization Case Study AI summary
Andrew Stirling, Mykola Lukashchuk, Dmitry Bagaev, Wouter Kouw, James Richard Forbes
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A Closed-Chain Approach to Generating Affordance Joint Trajectories for Robotic Manipulators AI summary
Janak Panthi, Farshid Alambeigi, Mitchell Pryor
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Fully Distributed Real-Time MPC for Cooperative Mobile Manipulation Via Box-iLQR and ADMM with an Object-Centric Planar Projection AI summary
Jeong tae Lee, Jin Ho Park, Seunghoon Yang, Keun Ha Choi, Kyung-Soo Kim
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HeRO: Hierarchical 3D Semantic Representation for Pose-Aware Object Manipulation AI summary
Chongyang Xu, Shen Cheng, Li Haipeng, Haoqiang Fan, Ziliang Feng, Shuaicheng Liu
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Dual Quaternion based Compliant Movement Primitives for Deformable Object Manipulation AI summary
Amir SAMAI, John Thomas, Mohammad Alkhatib, Erol Ozgur, Youcef Mezouar
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An Intention-Aware Robust Safety Framework for Robot Teleoperation: Unifying Object Interaction and Obstacle Avoidance AI summary
Zhitao Gao, Fangyu Peng, Chen Chen, Yukui Zhang, Wenke Zhou, ChengAo Jiang, Rong Yan, Xiaowei Tang, Yu Wang
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Causal Transformer-Based Online Action Recognition for High-Level Control of a Unitree Go1 Robot AI summary
Chaitanya Bandi, Kristof Kitz, Ulrike Thomas
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Design and Implementation of an Angle-Bisecting Foot Mechanism for a Leg-Wheel Transformable Robot AI summary
Hsing-Chen LEE, Wei-Shun Yu, Pei-Chun Lin
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GraspGen: A Diffusion-Based Framework for 6-DOF Grasping with On-Generator Training AI summary
Adithyavairavan Murali, Balakumar Sundaralingam, Yu-Wei Chao, Wentao Yuan, Jun Yamada, Mark Carlson, Fabio Ramos, Stan Birchfield, Dieter Fox, Clemens Eppner
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Lightweight Learning-Based Feature Selection for Real-Time Optical Flow Navigation on a Quadrotor Platform AI summary
Ali Abosaad, Jinjun Shan
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RAMBO: RL-Augmented Model-Based Whole-Body Control for Loco-Manipulation AI summary
Jin Cheng, Dongho Kang, Gabriele Fadini, Guanya Shi, Stelian Coros
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RESPLE: Recursive Spline Estimation for LiDAR-Based Odometry AI summary
Ziyu Cao, William Talbot, Kailai Li
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Symmetry-Aware Fusion of Vision and Tactile Sensing Via Bilateral Force Priors for Robotic Manipulation AI summary
Wonju Lee, Matteo Grimaldi, Tao Yu
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Tuning ROS 2 for Energy-Efficient Navigation: Empirical Insights from Costmap 2D Configurations AI summary
Michel Albonico, Andreas Wortmann, Ivano Malavolta
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Implicit Maximum Likelihood Estimation for Real-Time Generative Model Predictive Control AI summary
Grayson Lee, Minh Bui, Shuzi Zhou, Yankai Li, Mo Chen, Ke Li
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A Large Language Model-Based Mission Manager for Autonomous UAV Control AI summary
Milos Cihlar
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Gaussian or Plane? Both: Semantic-Driven Voxel Representation for LiDAR�Inertial Odometry AI summary
Haiyang Wu, George Vosselman, Ville Lehtola
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Learning-Based Robust Control: Unifying Exploration and Distributional Robustness for Reliable Robotics Via Free Energy AI summary
Hozefa Jesawada, Giovanni Russo, Abdalla Swikir, Fares Abu-Dakka
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Spatially-Aware Adaptive Trajectory Optimization with Controller-Guided Feedback for Autonomous Racing AI summary
Alexander Wachter, Alexander Willert, Marc-Philip Ecker, Christian Hartl-Nesic
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TMR-VLA: Vision-Language-Action Model for Magnetic Motion Control of Tri-Leg Silicone-Based Soft Robot AI summary
Ruijie Tang, Chi Kit Ng, Kaixuan Wu, Long Bai, Guankun Wang, Yiming Huang, Yupeng Wang, Hongliang Ren
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Hybrid Membrane�Solenoid Valves for High-Flow, Precisely Controlled Soft Robotic Actuation AI summary
Nikola Velimirovic, C. David Remy, Daniel Bruder
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Nonlinear Model Predictive Control for Robotic Pushing of Planar Objects with Generic Shape AI summary
Sara Federico, Marco Costanzo, Marco De Simone, Ciro Natale
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OmniNet: Omnidirectional Jumping Neural Network with Height-Awareness for Quadrupedal Robots AI summary
Yimin Han, Jiahui ZHANG, Zeren Luo, YINZHAO DONG, Jinghan Lin, Liu Zhao, Shihao Dong, Peng Lu
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Wind-Aware Aerial Deployment and Control Strategy for Precision Landing of Single-Actuator Autorotating Wing AI summary
Shane Kyi Hla Win, Luke Soe Thura Win, Danial Sufiyan, Shaohui Foong
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CLAR: Learning 3D Representations for Robotic Manipulation by Fusing Masked Reconstruction with Multi-Level Contrastive Alignment AI summary
Wenbo Cui, Chengyang Zhao, Yuhui Chen, Haoran Li, Zhizheng Zhang, Dongbin Zhao, He Wang
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One Filter to Deploy Them All: Robust Safety for Quadrupedal Navigation in Unknown Environments AI summary
Albert Lin, Shuang Peng, Somil Bansal
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Hybrid Dynamics Modeling and Trajectory Planning for Cable-Trailer with Quadruped Robot System AI summary
Wentao Zhang, Shaohang Xu, Gewei Zuo, Bolin Li, Jingbo Wang, Lijun Zhu
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Learning-Based Torque Estimation for Harmonic Drive Actuators AI summary
Chun-Hung Huang, Chun Wei Chen, Chao-Chieh Lan
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PaiP: An Operational Aware Interactive Planner for Unknown Cabinet Environments AI summary
chengjin wang, zheng yan, yanmin Zhou, Runjie Shen, Zhipeng Wang, Bin Cheng, Bin He
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