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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2884 result(s) for “Big Data in Robotics and Automation” Page 11 of 58
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D2MFusion: An End-To-End Differentiable Trajectory Optimizer for Safe Reactive Navigation AI summary
Xiangyu Zhou, Shenghong Zhang, Xiao Li
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Design and Evaluation of a Variable Stiffness Module for an Open-End Tendon Antagonistic Actuator AI summary
L. Laohaphand and E. Pengwang
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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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Robustness of Panoptic Segmentation for Degraded Automotive Cameras Data AI summary
Yiting Wang, Haonan Zhao, Mehrdad Dianati, Kurt Debattista, Valentina Donzella
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GRAPE: Generalizing Robot Policy Via Preference Alignment AI summary
Zijian Zhang, Kaiyuan Zheng, Zhaorun Chen, Joel Jang, Yi Li, Siwei Han, Chaoqi Wang, Mingyu Ding, Dieter Fox, Huaxiu Yao
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LARVO-RRT*: Learning Guided Adaptive Reconfiguration with Vector Field Oriented RRT* AI summary
Wijenayaka Kankanamge Rishan Sachinthana, Bhagya Prasangi Samarakoon Samarakoon Mudiyanselage, Viraj Jagathpriya Muthugala Muthugala Arachchige, Mohan Rajesh Elara
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PIMBS: Efficient Body Schema Learning for Musculoskeletal Humanoids with Physics-Informed Neural Networks AI summary
Kento Kawaharazuka, Takahiro Hattori, Keita Yoneda, Kei Okada
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Learning to Drive Anywhere with Model-Based Reannotation AI summary
Noriaki Hirose, Lydia Ignatova, Kyle Stachowicz, Catherine Glossop, Sergey Levine, Dhruv Shah
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Simulation-Augmented Hysteresis Compensation in Continuum Surgical Robots Via Residual Learning AI summary
Haolin Jiang, Thiusius R. Savarimuthu, Di Wu
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Low-Latency Event-Based Velocimetry for Quadrotor Control in a Narrow Pipe AI summary
Leonard Bauersfeld, Davide Scaramuzza
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From Movement Primitives to Distance Fields to Dynamical Systems AI summary
Yiming Li, Sylvain Calinon
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VSL-Skin: Individually Addressable Phase-Change Voxel Skin for Variable-Stiffness and Virtual Joints Bridging Soft and Rigid Robots AI summary
Zihan Oliver Zeng, JIAJUN AN, Preston Luk, Upinder Kaur
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Screw Geometry Meets Bandits: Incremental Acquisition of Demonstrations to Generate Manipulation Plans AI summary
Dibyendu Das, Aditya Patankar, Nilanjan Chakraborty, C. R. Ramakrishnan, I. V. Ramakrishnan
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Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems AI summary
Sang Hyeon Park, Myeongyun Doh, Chanyong Park, Tuan Luong, Hyouk Ryeol Choi, Ja Choon Koo, Hugo Rodrigue, Hyungpil Moon
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LH-DETR: A Lightweight Hybrid Architecture for End-To-End Object Detection in UAV Images AI summary
Feifei Xu, Lupeng Sun, Dongyang Li, Guoxiang Wu, Chenchuan Lv
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Robust Robot Navigation through Failure-Aversion Learning AI summary
Zhifeng Yu, Xuyang Li, Jianwu Fang, Guangliang Li, Jianru Xue
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One-Step Model Predictive Path Integral for Manipulator Motion Planning Using Configuration Space Distance Fields AI summary
Yulin LI, Tetsuro Miyazaki, Kenji Kawashima
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Robust Bayesian Scene Reconstruction with Retrieval-Augmented Priors for Precise Grasping and Planning AI summary
Herbert Wright, Weiming Zhi, Martin Matak, Matthew Johnson-Roberson, Tucker Hermans
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Stroke-Based Variable-Damping with Force Attenuation for Capturing Large-Momentum Objects under Non-Zero Contact Velocity AI summary
Yang Chen, Junda Cao, Kai Gong, Yang Deng, Zhang Chen, Xudong Zheng, Zhili Hou, Bin Liang
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Knowledge Optical to Sonar (KnOTS): Towards the Transfer of Knowledge of Underwater Object Detection from Optical to Forward-Looking Sonar Imagery AI summary
Caroline Keenan, Ella Wawrzynek, David Whelihan, Ivy Mahncke, John Leonard, Madeline Miller
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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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CAPS: Context-Aware Priority Sampling for Enhanced Imitation Learning in Autonomous Driving AI summary
Hamidreza Mirkhani, Behzad Khamidehi, Ehsan Ahmadi, mohammed elmahgiubi, Weize Zhang, Fazel Arasteh, Umar Rajguru, Kasra Rezaee, Dongfeng Bai
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Generate, Transfer, Adapt: Learning Functional Dexterous Grasping from a Single Human Demonstration AI summary
Xingyi He, Adhitya Polavaram, Yunhao Cao, Om Deshmukh, Tianrui Wang, Xiaowei Zhou, Kuan Fang
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SIGMA: An Agent-Based Modeling UAV Swarm Simulator for Swarm Intelligence Algorithms AI summary
Sheng Zhang, Juan Li, Chang Liu, Lei Fu, Zehao Bai, Jie Li
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A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Bootstrapping Self-Supervised Learning of Binary Classification Using Error Bounds: A Case Study on a Robotic Insertion Task AI summary
Zebin Duan, Norbert Krüger, Juan Heredia, Thorbjørn Mosekjær Iversen, Frederik Hagelskjær
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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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Soft Vortex Gripper for Dexterous Manipulation Using Hand-Like Robots AI summary
Luis Sentis, Senior and Ann Majewicz Fey, Senior
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HumanoidExo: Scalable Whole-Body Humanoid Manipulation Via Wearable Exoskeleton AI summary
Rui Zhong, Yizhe Sun, Junjie Wen, Jinming LI, Chuang Cheng, Wei Dai, Zhiwen Zeng, Yi Xu, Huimin Lu, Yichen Zhu
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Latent Activation Editing: Inference-Time Refinement of Learned Policies for Safer Multirobot Navigation AI summary
Satyajeet Das, Darren Chiu, Zhehui Huang, Lars Lindemann, Gaurav Sukhatme
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Adaptive Capacity Allocation for Vision Language Action Fine-Tuning AI summary
Donghoon Kim, Minji Bae, Unghui Nam, Gyeonghun Kim, Suyun Lee, Kyuhong Shim, Byonghyo Shim
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One-Policy-Fits-All: Geometry-Aware Action Latents for Cross-Embodiment Manipulation AI summary
Juncheng Mu, Sizhe Yang, Hojin Bae, Feiyu Jia, Qingwei Ben, Boyi Li, Huazhe Xu, Jiangmiao Pang
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Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt AI summary
Xiang Zhu, Yichen Liu, Hezhong Li, Jianyu Chen
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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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GuideTWSI: A Diverse Tactile Walking Surface Indicator Dataset from Synthetic and Real-World Images for Blind and Low-Vision Navigation AI summary
Hochul Hwang, Soowan Yang, Nhat Hong Anh Nguyen, Parth Goel, Krisha Adhikari, Sunghoon Ivan Lee, Joydeep Biswas, Nicholas Giudice, Donghyun Kim
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GeoTeacher: Geometry-Guided Semi-Supervised 3D Object Detection AI summary
Jingyu Li, Xiaolong Zhao, Zhe Liu, Wenxiao Wu, Li Zhang
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Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
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Scaling Single Human Demonstrations for Imitation Learning Using Generative Foundational Models AI summary
Nick Heppert, Minh Quang Nguyen, Abhinav Valada
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Active Tactile Exploration for Rigid Body Pose and Shape Estimation AI summary
Ethan Kroll Gordon, Bruke Baraki, Hien Bui, Michael Posa
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Gotta Scoop 'Em All: Sim-And-Real Co-Training of Graph-Based Neural Dynamics for Long-Horizon Scooping AI summary
Kaiwen Hong, Haonan Chen, Jiaming Xu, Runxuan Wang, Kaylan Wang, Mingtong Zhang, Shuijing Liu, Yifan Zhu, Yunzhu Li, Katherine Driggs-Campbell
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CMoE: Contrastive Mixture of Experts for Motion Control and Terrain Adaptation of Humanoid Robots AI summary
Shihao Ma, Hongjin Chen, Zijun Xu, Yi Zhao, Ke Wu, Ruichen Yang, Leyao Zou, Zhongxue Gan, Wenchao Ding
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Learning to Drive by Imitating Surrounding Vehicles AI summary
Yasin Sonmez, Hanna Krasowski, Murat Arcak
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Privacy-Aware LLMs-Assisted Task Planning for Home Robots AI summary
Zhanjie Chen, Weihua Sheng
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EasyMimic: A Low-Cost Framework for Robot Imitation Learning from Human Videos AI summary
Tao Zhang, Song Xia, Ye Wang, Qin Jin
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Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations AI summary
Yasuhiro Kato, Thomas Westfechtel, Jen-Yen Chang, Naoki Morihira, Akinobu Hayashi, Tatsuya Harada, Takayuki Osa
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COBALT: Crowdsourcing Robot Learning Via Cloud-Based Teleoperation with Smartphones AI summary
Ayush Agarwal, Ansh Gandhi, Jeremy Collins, Omar Rayyan, Aryan Sarswat, Ranjani Koushik, Masoud Moghani, Ajay Uday Mandlekar, Animesh Garg
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Conditional Flow-VAE for Safety-Critical Traffic Scenario Generation AI summary
Zimu Gong, Brian Zhaoning Zhang, Chris Zhang, Kelvin Wong, Raquel Urtasun
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EMG-Based Torque Prediction for Assistive Exoskeleton Control Using Neural Networks with Bounded Generalization Error AI summary
Duy Hoang, Lucas Quesada, Bastien Berret, Olivier BRUNEAU, Laurent Fribourg
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Latent Action Diffusion for Cross-Embodiment Manipulation AI summary
Erik Bauer, Elvis Nava, Robert K. Katzschmann
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Cross-Embodiment Transfer Via Behavior-Aligned Representations AI summary
Ajay Sridhar, Jensen Gao, Jonathan Yang, Jean Mercat, Suneel Belkhale, Dorsa Sadigh
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