Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1845 result(s) for “Learning from Experience” Page 19 of 37
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Reward-Free Continual Adaptation for Resilient Space Robots AI summary
Andrej Orsula, Miguel A. Olivares-Mendez, Carol Martinez
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Autoregressive End-To-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement AI summary
Jianbo Zhao, Taiyu Ban, Xiangjie Li, Xingtai Gui, Hangning Zhou, Lei Liu, Zhao Hongwei, Bin Li
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BFA: Best-Feature-Aware Fusion for Multi-View Fine-Grained Manipulation AI summary
Zihan Lan, Weixin Mao, Haosheng Li, Le Wang, Tiancai Wang, Haoqiang Fan, Osamu Yoshie
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Real-World Robot Control by Deep Active Inference With a Temporally Hierarchical World Model AI summary
Kentaro Fujii, Shingo Murata
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Towards Global Sparse and Partial Point Set Registration with Pose-Robust Completion for Computer-Assisted Orthopedic Surgery AI summary
Xinzhe Du, Yuxin Zhai, Shixing Ma, Mingyang Liu, Yi Liu, Qingfeng Yin, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
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Diversity-Aware Crowd Model for Robust Robot Navigation in Human Populated Environment AI summary
Jiaxu Wu, Yusheng Wang, Tong Chen, Jun Jiang, Yongdong Wang, Qi An, Atsushi Yamashita
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STLCG++: A Masking Approach for Differentiable Signal Temporal Logic Specification AI summary
Parv Kapoor, Kazuki Mizuta, Eunsuk Kang, Karen Leung
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ActiveSPN: Active Soft Polyhedral Networks with Pose Estimation for In-Finger Object Manipulation AI summary
Sen Li, Chengxiao Dong, Chaoyang Song, Fang Wan
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Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin AI summary
Oluwatimilehin Tijani, Zhuo Chen, Jiankang Deng, SHAN LUO
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Refinery: Active Fine-Tuning and Deployment-Time Optimization for Contact-Rich Policies AI summary
Bingjie Tang, Iretiayo Akinola, Jie Xu, Bowen Wen, Dieter Fox, Gaurav Sukhatme, Fabio Ramos, Abhishek Gupta, Yashraj Narang
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DemoDiffusion: One-Shot Human Imitation Using Pre-Trained Diffusion Policy AI summary
Sungjae Park, Homanga Bharadhwaj, Shubham Tulsiani
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PerceptTwin: Semantic Scene Reconstruction for Iterative LLM Planning and Verification AI summary
Charlie Gauthier, Sacha Morin, Liam Paull
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MemClaw-RAG: Memory-Driven Navigation and Adaptive Locomotion for Wheeled-Legged Robots in Dynamic Environments AI summary
Mingyi Li, Shubo Zhang, Chunle Gao, Kaixin Yang, Ying Li
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Generalizable and Fast Surrogates: Model Predictive Control of Articulated Soft Robots Using Physics-Informed Neural Networks AI summary
Tim-Lukas Habich, Aran Mohammad, Simon F. G. Ehlers, Martin Bensch, Thomas Seel, Moritz Schappler
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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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SonarGAN: A Progressive GAN Framework for Sonar Image Denoising under Multi-Type Noises AI summary
Zhangrui Hu, Yunxuan Feng, Binyu Nie, Lei Yan, Wenjie Lu, Liang Hu
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Towards Efficient Semi-Supervised Semantic Segmentation for Solid-State LiDAR Point Clouds AI summary
Mardanjan Abla, Eksan Firkat, Bangquan Xie, Eliyas Suleyman, Jiazhan Gao, Bin Zhu, Askar Hamdulla
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AINav: Large Language Model-Based Adaptive Interactive Navigation AI summary
Kangjie Zhou, Yao Mu, Haoyang Song, Yi Zeng, Pengying Wu, Han Gao, Chang Liu
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TD-CD-MPPI: Temporal-Difference Constraint-Discounted Model Predictive Path Integral Control AI summary
Pietro Noah Crestaz, Ludovic De Matteïs, Elliot Chane-Sane, Nicolas Mansard, Andrea Del Prete
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Class-Guided Network with Rare-Class Amplification for Sea State Estimation Based on Ship Motion Data AI summary
Wei Xia, Kexin Wang, Weiwei Tian, Xiufeng Liu, Fan Shi, Xu Cheng
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The Curse of Precision: A Data Scaling Law for High-Precision Robotic Manipulation AI summary
Cuijie Xu, Yuanfan Xu, Min Xue, Jianjie Lin, Xudong Zhang, Jian Wang, Yu Wang, Jincheng Yu
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Reimagination with Test-Time Observation Interventions: Distractor-Robust World Model Predictions for Visual Model Predictive Control AI summary
Yuxin Chen, Jianglan Wei, Chenfeng Xu, Boyi Li, Masayoshi Tomizuka, Andrea Bajcsy, Thomas Tian
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Baseline Policy Adapting and Abstraction of Shared Autonomy for High-Level Robot Operations AI summary
Ehsan Yousefi, Mo Chen, Inna Sharf
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CAPE: Context-Aware Diffusion Policy Via Proximal Mode Expansion for Collision Avoidance AI summary
Rui Heng Yang, Xuan Zhao, Léo Maxime Brunswic, Montgomery Tucker Alban, Matéo Clémente, Tongtong Cao, Jun Jin, Amir Rasouli
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ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation AI summary
Jinu Pahk, Theo Taeyeong Kim, Jun Ki Lee, Byoung-Tak Zhang
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Reliable and Scalable Robot Policy Evaluation with Imperfect Simulators AI summary
Apurva Badithela, David Snyder, Lihan Zha, Joseph Mikhail, Matthew O'Kelly, Anushri Dixit, Anirudha Majumdar
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FRESHR-GSI: A Generalized Safety Model and Evaluation Framework for Mobile Robots in Multi-Human Environments AI summary
Pranav Kumar Pandey, Ramviyas Parasuraman, Prashant Doshi
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M2GRPO: Mamba-Based Multi-Agent Group Relative Policy Optimization for Biomimetic Underwater Robots Pursuit AI summary
Yukai Feng, Zhiheng Wu, Zhengxing Wu, Junwen Gu, Junzhi Yu, Min Tan
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Towards Exploratory and Focused Manipulation with Bimanual Active Perception: A New Problem, Benchmark and Strategy AI summary
Yuxin He, Ruihao Zhang, Tianao Shen, Cheng Liu, Qiang Nie⋆
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Endoscopic Spine Surgical View Enhancement Via Diffusion-Prior Contrastive and Physics-Informed Constraints for Robotic Navigation AI summary
Haojie Han, Longfei Ma, Kai Xu, suxi gu, Shipeng Zhang, Guochen Ning, Fang Chen, Hongen Liao
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ForSim: Stepwise Forward Simulation for Traffic Policy Fine-Tuning AI summary
Keyu Chen, Wenchao Sun, Hao Cheng, Zheng Fu, Sifa Zheng
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Semantically-Aware Diver Activity Recognition Framework for Effective Underwater Multi-Human-Robot Collaboration AI summary
Sadman Sakib Enan, Junaed Sattar
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Tightly-Coupled LiDAR-IMU-Leg Odometry with Online Learned Leg Kinematics Incorporating Foot Tactile Information AI summary
Masashi Yokozuka, Kentaro Uno, and Kazuya Yoshida
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Co-Optimizing Reconfigurable Environments and Policies for Decentralized Multi-Agent Navigation AI summary
Zhan Gao, Guang Yang, Amanda Prorok
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TacUMI: A Multi-Modal Universal Manipulation Interface for Contact-Rich Tasks AI summary
Tailai Cheng, Kejia Chen, Lingyun Chen, Liding Zhang, Yue Zhang, Yao Ling, Mahdi Hamad, Zhenshan Bing, Fan Wu, Karan Sharma, Alois Knoll
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M2G-Net: Multimodal Mutual-Guidance Network for LiDAR Depth and Intensity Completion AI summary
Donghyun Choi, Sangmin Lee, Jee-Hwan Ryu
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Onboard Mission Replanning for Adaptive Cooperative Multi-Robot Systems AI summary
Elim Kwan, Rehman Qureshi, Liam Fletcher, Colin Laganier, Victoria Nockles, Richard Walters
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MULE � Multi-Terrain and Unknown Load Adaptation for Effective Quadrupedal Locomotion AI summary
Vamshi Kumar Kurva, Shishir Kolathaya
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A Novel Human-Machine Dual-Task Gaming Framework for Visual-Attention Training AI summary
Fengjun Mu, Jingting Zhang, Zonghai Huang, Chen Chen, Chaobin Zou, Guangkui Song, Hong Cheng
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A Spatiotemporal Brain Activity Visualization and Assessment Framework for Human-Robot Cognitive Interaction Training AI summary
Zonghai Huang, Lianchi Zhang, Jingting Zhang, Fengjun Mu, Rui Huang, Hong Cheng
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Look at Them Go! Using an Autonomous Assistive GoBot to Encourage Movement Practice by Two Children with Motor Disabilities AI summary
Ameer Helmi, Tze-Hsuan Wang, Samuel W. Logan, Naomi T. Fitter
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SCDCE-3D: Soft-Weighted Covariance and Dual-Branch Channel Enhancement for 3D Place Recognition in Complex Orchard Environments AI summary
Yuping Tan, Chunjiang Zhao, Qin Zhao, Hei Xinhong, Song Xiaogang
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TacFlex: Multi-Mode Tactile Imprints Simulation for Visuotactile Sensors with Coating Patterns AI summary
Chaofan Zhang, Shaowei Cui, Jingyi Hu, Tianyu Jiang, Tiandong Zhang, Rui Wang, Shuo Wang
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Dense-Jump Flow Matching with Non-Uniform Time Scheduling for Robotic Policies: Mitigating Multi-Step Inference Degradation AI summary
Zidong Chen, Zhihao Guo, Peng Wang, ThankGod Itua Egbe, Yan Lyu, Chenghao Qian
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MarsLGPR: Mars Rover Localization with Ground Penetrating Radar AI summary
Anja Sheppard, Katherine Skinner
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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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MARG: MAstering Risky Gap Terrains for Legged Robots with Elevation Mapping AI summary
YINZHAO DONG, Ji Ma, Liu Zhao, Wanyue Li, Peng Lu
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Diffusing Trajectory Optimization Problems for Recovery During Multi-Finger Manipulation AI summary
Abhinav Kumar, Fan Yang, Sergio Aguilera, Soshi Iba, Rana Soltani Zarrin, Dmitry Berenson
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Autonomous UAV�Quadruped Docking in Complex Terrains Via Active Posture Alignment and Constraint-Aware Control AI summary
Haozhe Xu, Cheng Cheng, Hongrui Sang, Zhipeng Wang, Qiyong He, Xiuxian Li, Bin He
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Human Motion Intent Inferencing in Teleoperation through a SINDy Paradigm AI summary
Michael Bowman, Xiaoli Zhang
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