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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2881 result(s) for “Learning and Adaptive Systems” Page 6 of 58
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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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SEAL: Towards Safe Autonomous Driving Via Skill-Enabled Adversary Learning for Closed-Loop Scenario Generation AI summary
Benjamin Stoler, Ingrid Navarro, Jonathan Francis, Jean Oh
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What's the Deal with Robot Comedy? Pinpointing the Impact of Post-Joke Repartee in a Robotic Comedian's Performance AI summary
Ayan Robinson, Sarah Woods, Madison Shippy, DeAndre Walcott, Naomi T. Fitter
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Implementing Robust M-Estimators with Certifiable Factor Graph Optimization AI summary
Zhexin Xu, Hanna Zhang, Helena Calatrava, Pau Closas, David Rosen
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Real-Time Online Learning for Model Predictive Control Using a Spatio-Temporal Gaussian Process Approximation AI summary
Lars Bartels, Amon Lahr, Andrea Carron, Melanie N. Zeilinger
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GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning AI summary
Rui Tang, Guankun Wang, Long Bai, Huxin Gao, Jiewen Lai, Chi Kit Ng, Jiazheng Wang, Fan Zhang, Hongliang Ren
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Muscle Fatigue-Aware Controller for a Semi-Rigid Knee Exoskeleton AI summary
Yifang Zhang, Jingcheng Jiang, Arash Ajoudani, Nikos Tsagarakis
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MGS-Track: Monocular 6DoF Pose Tracking Via Masked 3D Prior and Online Gaussian Splatting AI summary
Zhiyuan Chen, Fan Lu, Guo Yu, Sanqing Qu, Ya Wu, Huang Yuan, Alois Knoll, Guang Chen
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Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy AI summary
Shiyao Zhang, Liwei Deng, Shuyu Zhang, Weijie Yuan, Hong Zhang
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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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Semantic and Terrain-Aware Trajectory Optimization for Uniform Coverage in Obstacle-Laden Environments AI summary
Zexuan Fan, Hengye Yang, Sunchun Zhou, Junyi Cai, Tao Sun, Chang Liu
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Learning to Drift with Individual Wheel Drive: Maneuvering Autonomous Vehicle at the Handling Limits AI summary
Yihan Zhou, Yiwen Lu, Bo Yang, Jiayun Li, Yilin Mo
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Multi-View Gating Unit with KL-Based Alignment Toward Real-World Robot Control AI summary
Kei Igarashi, Shingo Murata
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ORN-CBF: Learning Observation-Conditioned Residual Neural Control Barrier Functions Via Hypernetworks AI summary
Bojan Derajic, Sebastian Bernhard, Wolfgang Hoenig
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Learning Conservative Neural Control Barrier Functions from Demonstrations AI summary
Ihab Tabbara, Hussein Sibai
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Squeezing the Last Drop of Accuracy: Hand-Eye Calibration Via Deep Reinforcement Learning-Guided Pose Tuning AI summary
Seunghui Shin, Daeho Kim, Hyoseok Hwang
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OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
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RefDiffMap: Diffusion-Guided Progressive Refinement for Vectorized HD Map Construction AI summary
Wenjie Gao, Entao Chang, Jiawei Fu, Ziyu Zhu, Shitao Chen, Nanning Zheng
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Autonomous Search for Sparsely Distributed Visual Phenomena through Environmental Context Modeling AI summary
Eric Chen, Travis Manderson, Nare Karapetyan, Peter Edmunds, Nicholas Roy, Yogesh Girdhar
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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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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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Learning Load-Balanced Distributed Coverage for Robot Swarms Via Graph Attention Networks AI summary
∗, Wenzong Ma , Hui Xiong , and Yiding Ji
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SurgAM: Surgical Affordance Map Prediction with Multimodal Feature Fusion for Robot Autonomy AI summary
Lei Song, Yonghao Long, Mengya Xu, Jiayi Geng, Xiuyuan Chen, Qi Dou
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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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Floating-Base Deep Lagrangian Networks AI summary
Lucas Schulze, Juliano Negri, Victor Barasuol, Vivian Suzano Medeiros, Marcelo Becker, Jan Peters, Oleg Arenz
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Air Compressor Control Optimization in Commercial Vehicles Using Reinforcement Learning AI summary
Fabian Schuppert,,∗, Raul Gorek,, Bodo Rosenhahn and Timo von Marcard
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End-To-End Low-Level Neural Control of an Industrial-Grade 6D Magnetic Levitation System AI summary
Philipp Hartmann, Jannick Stranghöner, Klaus Neumann
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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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SURF-Loco: Mastering Complex Industrial Terrains with 3D Surfel-Based Reinforcement Learning for Legged Robots AI summary
Bailin He, Xiting Zhao, Qiao Sun, Xiaoyi Hu, haojie Liu, Jiangwei Zhong, Wenqiang Zhang
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Denoising Particle Filters: Learning State Estimation with Single-Step Objectives AI summary
Lennart Röstel, Berthold Bäuml
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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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Mixed-Reality Digital Twins: Leveraging the Physical and Virtual Worlds for Hybrid Sim2Real Transition of Multi-Agent Reinforcement Learning Policies AI summary
Chinmay Samak, Tanmay Samak, Venkat Krovi
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Learning Actuator-Aware Spectral Submanifolds for Precise Control of Continuum Robots AI summary
Paul Leonard Wolff, Hugo Buurmeijer, Luis Pabon, John Irvin Alora, Mark Leone, Roshan Kaundinya, Amirhossein Kazemipour, Robert Kevin Katzschmann, Marco Pavone
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Unlocking the Potential of Soft Actor-Critic for Imitation Learning AI summary
Nayari Marie Lessa, Melya Boukheddimi, Frank Kirchner
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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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First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling AI summary
Alexander Davydov, Franck Djeumou, Marcus Greiff, Makoto Suminaka, Michael Thompson, John Subosits, Thomas Lew
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Contrastive Learning on 3D Point Clouds for Robotic Geometric Defect Detection AI summary
Alexander Tarvo, Yusen Wan, Xu Chen
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EgoMI: Learning Active Vision and Whole-Body Manipulation from Egocentric Human Demonstrations AI summary
Justin Yu, Yide Shentu, Di Wu, Pieter Abbeel, Ken Goldberg, Shiyao Wu
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Manifold-Constrained Hamilton-Jacobi Reachability Learning for Decentralized Multi-Agent Motion Planning AI summary
Qingyi Chen, Ruiqi Ni, Junyoung Kim, Ahmed H. Qureshi
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Real-Time Learning of Predictive Dynamic Obstacle Models for Robotic Motion Planning AI summary
Stella Kombo, Joel Burdick, Masih Haseli, Skylar X. Wei
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A Self-Supervised Learning Approach with Differentiable Optimization for UAV Trajectory Planning AI summary
Yufei Jiang, Yuanzhu Zhan, Harsh vardhan Gupta, Chinmay Mahendra Borde, Junyi Geng
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Vision-Based Policy Learning for High-Speed Autonomous Racing AI summary
Haoran Xu, Xianwei Chen, Yilin Lang, Qinyuan Ren
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MIMO: A Multimodal Imitation Learning Framework for Mobile Manipulation with Exoskeleton-VR Teleoperation AI summary
Jie Mei, Xinkai Wu, Yue Zhang, Tao Song, Zhongxia Xiong
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DeepSkate: Reinforcement Learning of a Robust Controller for Energy Efficient Quadruped Skating AI summary
James Florin Petri, Gerard Lacey
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RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation AI summary
Ming-Ming Yu, Yi Chen, Börje F. Karlsson, Wenjun Wu
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FlightBench: Benchmarking Learning-Based Methods for Ego-Vision-Based Quadrotors Navigation AI summary
Shu'ang Yu, Chao Yu, Feng Gao, Yi Wu, Yu Wang
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EEG-Driven Intention Decoding: Offline Deep Learning Benchmarking on a Robotic Rover AI summary
Ghadah Alosaimi, Maha Alsayyari, Yixin Sun, Stamos Katsigiannis, Amir Atapour-Abarghouei, Toby Breckon
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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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Perfect Prediction or Plenty of Proposals? What Matters Most in Planning for Autonomous Driving AI summary
Aron Distelzweig, Faris Janjo�, Oliver Scheel, Sirish Reddy Varra, Raghu Rajan, Joschka Boedecker
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Zero-Shot Exocentric Viewpoint-Robust Imitation Learning (VIL): Bridging Handheld Gripper and Exocentric Views AI summary
Boyan Li, Peilin Meng, Chang Liu, Yulin Chen, Qi Zhou, Youyi Bi
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