Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2842 result(s) for “Model Learning for Control” Page 9 of 57
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PLOP: Particle Filtering for Learning Object Physics from Robot Interaction Videos AI summary
Junyu Nan, Sergey Zakharov, Kris Kitani
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Feedback-MPPI: Fast Sampling-Based MPC Via Rollout Differentiation � Adios Low-Level Controllers AI summary
Tommaso Belvedere, Michael Ziegltrum, Giulio Turrisi, Valerio Modugno
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SF-ODNav: Successor Feature Framework for Map-Less Target-Driven Outdoor Visual Navigation AI summary
Junzhe Wu, Jiaming Zhang, Tingrong Zhang, Ruining Tao, Huy Tran, Girish Chowdhary
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Training Humans to Teach Robots: Large and Lasting Skill Gains AI summary
Yuqing Zhu, Endong Sun, Matthew Howard
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PeRoI: A Pedestrian-Robot Interaction Dataset for Learning Avoidance, Neutrality, and Attraction Behaviors in Social Navigation AI summary
Subham Agrawal, Nico Ostermann-Myrau, Nils Dengler, Maren Bennewitz
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Optimal Control Approach for Non-Prehensile Ball Juggling Using a 7-DoF Manipulator AI summary
Joel Ramadani, Vasilije Rakcevic, Riddhiman Laha, Arne Sachtler, Valentin Le Mesle, Achim J. Lilienthal, Sami Haddadin
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A Policy Model Based Efficient and Accurate Scene Recognition Method for Service Robot AI summary
Shaopeng Liu, Guanzhong Zhou, Chao Huang
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Scale-Invariant and View-Relational Representation Learning for Full Surround Monocular Depth AI summary
Kyumin Hwang, Wonhyeok Choi, Kiljoon Han, Wonjoon Choi, Minwoo Choi, YONGCHEON NA, Minwoo Park, Sunghoon Im
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Geometric Backstepping Control of Omnidirectional Tiltrotors Incorporating Servo�Rotor Dynamics for Robustness against Sudden Disturbances AI summary
Jaewoo Lee, Dongjae Lee, Jinwoo Lee, Hyungyu Lee, Yeonjoon Kim, H. Jin Kim
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Tactile Memory for Continuous Policy Blending in Unified Force-Impedance Control AI summary
Robin Jeanne Kirschner,, Hamid Sadeghian, and Sami Haddadin
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Towards Automated Chicken Deboning Via Learning-Based Dynamically-Adaptive 6-DoF Multi-Material Cutting AI summary
Zhaodong Yang, Ai-Ping Hu, Harish Ravichandar
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COLA: Learning Human-Humanoid Coordination for Collaborative Object Carrying AI summary
Yushi Du, Yixuan Li, Baoxiong Jia, Yutang Lin, Pei Zhou, Wei Liang, Yanchao Yang, Siyuan Huang
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Progressive-Resolution Policy Distillation: Leveraging Coarse-Resolution Simulations for Time-Efficient Fine-Resolution Policy Learning AI summary
Yuki Kadokawa, Hirotaka Tahara, Takamitsu Matsubara
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Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction AI summary
Ze Zhang, Georg Hess, Junjie Hu, Emmanuel Dean, Lennart Svensson, Knut Akesson
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Learning Task-Invariant Properties Via Dreamer: Enabling Efficient Policy Transfer for Quadruped Robots AI summary
Junyang Liang, Yuxuan Liu, Yanbin Chang, Junfan Lin, JunKai JI, Hui Li, Changxin Huang, Jianqiang Li
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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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CRAFT: Adapting VLA Models to Contact-Rich Manipulation Via Force-Aware Curriculum Fine-Tuning AI summary
Yike Zhang, Yaonan Wang, Xinxin Sun, Kaizhen Huang, Zhiyuan Xu, Ji Junjie, Zhengping Che, Jian Tang, Kangcheng Liu, Jingtao Sun
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Real-Time Linear MPC for Quadrotors on SE(3): An Analytical Koopman-Based Realization AI summary
Santosh Mohan Rajkumar, Chengyu Yang, Yuliang Gu, Sheng Cheng, NAIRA HOVAKIMYAN, Debdipta Goswami
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Force-Guided Collaborative Control and Digital Twin of a Snake Robot for Cranial Bone Surgery AI summary
Adnan Munawar, Thomas Looi,, Eric Diller,, and Dale Podolsky
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Tiny-DroNeRF: Tiny Neural Radiance Fields Aboard Federated Learning-Enabled Nano-Drones AI summary
Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi
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Unified Meta-Representation and Feedback Calibration for General Disturbance Estimation AI summary
Zihan Yang, Jindou Jia, Meng Wang, Yuhang Liu, Kexin Guo, Xiang Yu
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EMPERROR: A Flexible Generative Perception Error Model for Probing Self-Driving Planners AI summary
Niklas Hanselmann, Simon Doll, Marius Cordts, Hendrik Peter Asmus Lensch, Andreas Geiger
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Toward Human Preference Optimization for Vision-Language-Action Models: A Pilot Study on the Limits of Imitation Learning AI summary
Tae-Won Lee, DongWook Kim
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ES-HPC-MPC: Exponentially Stable Hybrid Perception Constrained MPC for Quadrotor with Suspended Payloads AI summary
Luis F. Recalde, Mrunal Sarvaiya, Giuseppe Loianno, Guanrui Li
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Learning from Planned Data to Improve Robotic Pick-And-Place Planning Efficiency AI summary
Liang Qin, Weiwei Wan, Jun Takahashi, Ryo Negishi, Masaki Matsushita, Kensuke Harada
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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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Equilibrium State for a Tailless Flapping Wing Micro Air Vehicle in Forward Flight AI summary
Ernesto Sanchez-Laulhe, Guido de Croon, Anibal Ollero
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Cosserat Rods with Cross-Sectional Deformation for Soft Robot Modeling AI summary
Samuel Tobin, Joshua Gaston, Vincent Aloi, Eric J. Barth, Caleb Rucker
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ILeSiA: Interactive Learning of Robot Situational Awareness from Camera Input AI summary
Petr Vanc, Giovanni Franzese, Jan Kristof Behrens, Cosimo Della Santina, Karla Stepanova, Jens Kober, Robert Babuska
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ADGaussian: Generalizable Gaussian Splatting for Autonomous Driving Via Multi-Modal Joint Learning AI summary
Qi Song, Chenghong Li, Haotong Lin, Sida Peng, Rui Huang
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Quantum Machine Learning and Grover�s Algorithm for Quantum Optimization of Robotic Manipulators AI summary
Hassen Nigatu Sirag, Gaokun Shi, Jituo Li, Jin Wang, GuoDong Lu, Howard Li
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Nnodely - Neuralize Your Model AI summary
Gastone Pietro Rosati Papini, Alice Plebe, Mojtaba Sharifzadeh, Mattia Piazza, Sebastiano Taddei, Giovanni Scialla, Francesco Baroni, Davide De Martini, Giovanni Maria Francesco La Scala, Gioele Defrancesco, Filippo Faccini
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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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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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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DiSPo: Diffusion-SSM Based Policy Learning for Coarse-To-Fine Action Discretization AI summary
Nayoung Oh, Jaehyeong Jang, Moonkyeong Jung, Daehyung Park
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Constrained Articulated Body Algorithms for Closed-Loop Mechanisms AI summary
Ajay Suresha Sathya, Justin Carpentier
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Heterogeneous Skill Learning for Asynchronous Multi-Robot Relay Pushing in Complex Environments AI summary
Hui Zhi, David Navarro-Alarcon
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3D Dynamics-Aware Manipulation: Endowing Manipulation Policies with 3D Foresight AI summary
Yuxin He, Ruihao Zhang, Xianzu Wu, Zhiyuan Zhang, Cheng Ding, Qiang Nie
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Model Reconciliation through Explainability and Collaborative Recovery in Assistive Robotics AI summary
Britt Besch∗,, Tai Mai, Jeremias Thun, Markus Huff,, J ̈orn Vogel, Freek Stulp, Samuel Bustamante
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MILD: Tractable Terrain Modeling for Learning Improved Bipedal Locomotion on Deformable Surfaces AI summary
Zeren Luo, Jiahui ZHANG, Zhe Xu, Wanyue Li, Xinqi Li, Xuechao Chen, Zhangguo YU, Annan Tang, Peng Lu
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PAPRLE (Plug-And-Play Robotic Limb Environment): A Modular Ecosystem for Robotic Limbs AI summary
Obin Kwon, Sankalp Yamsani, Noboru Myers, Sean Taylor, Jooyoung Hong, Kyungseo Park, Alex Alspach, Joohyung Kim
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DINO-VO: A Feature-Based Visual Odometry Leveraging a Visual Foundation Model AI summary
Maulana Bisyir Azhari, David Hyunchul Shim
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Data Scaling Laws for Imitation Learning-Based End-To-End Autonomous Driving AI summary
Yupeng Zheng, Pengxuan Yang, zhongpu xia, Qichao Zhang, Yuhang Zheng, Ben Lu, Teng Zhang, Chao Han, Weize Li, Songen Gu, Xianpeng Lang, Xiangyuan Lan, Dongbin Zhao
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Diffusion Trajectory-Guided Policy for Long-Horizon Robot Manipulation AI summary
shichao Fan, Quantao Yang, yajie liu, Kun Wu, Zhengping Che, qingjie Liu, Min Wan
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RVSPEC: Cyber-Physical Interplay Graphs for Formal Specification of Robotic Vehicle Control Software AI summary
Chaoqi Zhang, Minhyun Cho, Inseok Hwang, Hyungsub Kim
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DualGuard MPPI: Safe and Performant Optimal Control by Combining Sampling-Based MPC and Hamilton-Jacobi Reachability AI summary
Javier Borquez, Luke Raus, Yusuf Umut Ciftci, Somil Bansal
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Supportive Relationships-Aware Hierarchical Reinforcement Learning for Efficient Ex-Situ Object Rearrangement AI summary
leibing xiao, Xuemei Wang, Zhao Zhongqiang, Yachao Wang, Jin Liu, Chaoqun Wang
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot AI summary
Yan Liu, XiZhe Zang, Xuehe Zhang, Chao Song, Boyang Chen, Jie Zhao
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