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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2880 result(s) for “Integrated Planning and Learning” Page 13 of 58
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Efficient Frontier-Sampling-Mixed Autonomous Exploration Using Environmental Complexity AI summary
Liang Lu, Ming Xiang, DONGYANG TANG, Zefeng Yan, Hao Wang, Bin Han
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EnhanceERASOR: Two-Stage Static 3D Point Cloud Mapping in Dynamic Scenes AI summary
Shuyang Yu, Yi Wu, Xiaoqing Guan, Song Jin, Haoxiang Liu, You Wang, Guang Li
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GENIE: A Generalizable Navigation System for In-The-Wild Environments AI summary
Jiaming Wang, Diwen Liu, Jizhuo Chen, Jiaxuan Da, Nuowen Qian, Minh Man Tram, Harold Soh
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Effective Trajectory Tracking with Convex-Optimization Based Obstacle-Avoidance Method for Continuum Robot AI summary
Ping Deng, Rui Peng, Duo Tang, Xiao Cao, Peng Lu
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning AI summary
Kohei Matsumoto, Yuki Tomita, Yuki Hyodo, Ryo Kurazume
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SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
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CloSE: A Geometric Shape-Agnostic Cloth State Representation AI summary
Jay Kamat, Julia Borras Sol, Carme Torras
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Motion-Specific Battery Health Assessment for Quadrotors Using High-Fidelity Battery Models AI summary
Joonhee Kim, Sanghyun Park, Donghyeong Kim, Eunseon Choi, Soohee Han
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DD-MDN: Human Trajectory Forecasting with Diffusion-Based Dual Mixture Density Networks and Uncertainty Self-Calibration AI summary
Manuel Hetzel, Kerim Turacan, Hannes Reichert, Konrad Doll, Bernhard Sick
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The Trajectory Bundle Method: Unifying Sequential-Convex Programming and Sampling-Based Trajectory Optimization AI summary
Kevin Tracy, John Zhang, Jon Arrizabalaga, Stefan Schaal, Tom Erez, Yuval Tassa, Zachary Manchester
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Automated Nerve Suturing Using Dual Arm Nanorobotic System Considering Needle Insertion Depth AI summary
Chao Qin, Yujie Jiang, Xiang Fu, Chengxi Zhong, Song LIU
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Control Barrier Corridors: From Safety Functions to Safe Goal Sets AI summary
Omur Arslan, Nikolay Atanasov
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ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning AI summary
Yufeng Tian, Shuiqi Cheng, Tianming Wei, Tianxing Zhou, Yuanhang Zhang, Zixian Liu, Qianwei Han, Zhecheng Yuan, Huazhe Xu
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Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning AI summary
Christian Llanes, Kyle Williams, Spencer Jensen, Samuel Coogan
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Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training AI summary
Andy Li, Haoran Li, Aytac Teker, Mariana Hernandez-Rocha, Biruk Gebre, Karen Nolan J., Kishore Pochiraju, Damiano Zanotto
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Nonlinear Predictive Control of the Continuum and Hybrid Dynamics of a Suspended Deformable Cable for Aerial Pick and Place AI summary
Antonio Rapuano, Yaolei Shen, Federico Califano, Chiara Gabellieri, Antonio Franchi
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Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
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Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control AI summary
Shiming He, Yuzhe Ding
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Mobile Robot Navigation Using Hand-Drawn Maps: A Vision Language Model Approach AI summary
Aaron Hao Tan, Angus Fung, Haitong Wang, Goldie Nejat
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Human-Like Robot Action Policy through Game-Based Empathetic Inference for Human-Robot Collaboration AI summary
Yubo Sheng, Yiwei Wang, Haoyuan Cheng, Huan Zhao, Han Ding
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Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model AI summary
Lawrence Chen, Peter Schaldenbrand, Tanmay Shankar, Lia Coleman, Jean Oh
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Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning AI summary
Yuxuan Yang, Hussein Sibai
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Robust Differentiable Collision Detection for General Objects AI summary
Jiayi Chen, Wei Zhao, Liangwang Ruan, Baoquan Chen, He Wang
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FlowDreamer: A RGB-D World Model with Flow-Based Motion Representations for Robot Manipulation AI summary
Jun Guo, Xiaojian Ma, Yikai Wang, Min Yang, Huaping Liu, Qing Li
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Enabling Embodied Human-Robot Co-Learning: Requirements, Method, and Test with Handover Task AI summary
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark Neerincx, David A. Abbink, Luka Peternel
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Learning Behaviours for Decentralised Multi-Robot Collision Avoidance in Constrained Pathways Using Curriculum Reinforcement Learning AI summary
Md Mostafizur Rahman Komol, Brendan Tidd, Will Browne, Frederic Maire, Jason Williams, David Howard
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The Actuator Pre-Filtering Approach to Control-Coherent Koopman LQR for Robot Systems Interacting with Compliant Environment AI summary
Jasmine Terrones, Harry Asada
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
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UnIRe: Unsupervised Instance Decomposition for Dynamic Urban Scene Reconstruction AI summary
Yunxuan Mao, Rong Xiong, Yue Wang, Yiyi Liao
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Learning Contact Tasks Skills Based on DMP and Affordance Templates AI summary
Hunjo Lee, Gi-Hun Yang
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ModuLoop: Low-Level Code Generation Using Modular Synthesizer and Closed-Loop Debugger for Robotic Control AI summary
GINA Yoon, SUMIN LEE, Joo Yong Sim
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Fast-SmartWay: Panoramic-Free End-To-End Zero-Shot Vision-And-Language Navigation AI summary
Xiangyu Shi, Zerui Li, Yanyuan Qiao, Qi Wu
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Robust Nonprehensile Object Transportation with Uncertain Inertial Parameters AI summary
Adam Heins, Angela P. Schoellig
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Rapid Robot Manipulation Policy Learning Via Hierarchical Foundation-Model Prior Distillation AI summary
Qingwei Dong, Jiyuan Zhang, Guangxi Wan, ruikai liu, Peng Zeng
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Probability-Driven Gating for Resilient Multi-Modal Tracking in Robotic Systems AI summary
Huan Wang, Haomin Chen, Pengcheng Du, Pengju Si, Baofeng Ji, Yongming Yang
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Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
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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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A Perception-Based Architecture for Autonomous Convoying in GNSS-Denied Areas AI summary
Alexander Bienemann, Lukas Beer, Andreas Reich, Thomas Steinecker, Bianca Forkel, Anton Backhaus, Philipp Berthold, Juan David González González, Peter Mortimer, Thorsten Luettel, Maehlisch Mirko
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OrthoSwarm: Orthoimagery Drone Swarms AI summary
Tuhao Zhao, Peng Yi, Haozhou Zhai, Tianjiang Hu
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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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Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion Over Real-World Uneven Terrain AI summary
Feiyang Wu, Xavier Nal, Jaehwi Jang, Wei Zhu, Zhaoyuan Gu, Anqi Wu, Ye Zhao
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Beyond Domain Randomization: Safety Certificates for Reinforcement Learning AI summary
Paula Stocco, Francesco Micheli, Niklas Schmid, John Lygeros, Efe Balta
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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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Manipulator Generative Design Optimization for Orchard Environments AI summary
Marcus Rosette, Tianhai Wang, James Burridge, Wei Guo, Joseph Davidson
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Navigating Narrow Spaces: A Comprehensive Framework for Agricultural Robots AI summary
Geesara Kulathunga, Abdurrahman Yilmaz, Zhuoling Huang, Ibrahim Hroob, Leonardo Guevara, Jaspreet Singh, Grzegorz Cielniak, Marc Hanheide
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Towards Safe Autonomous Surgical Tasks with Control Barrier Functions AI summary
Cristina Iacono, Paolino De Risi, Rocco Moccia, Bruno Siciliano, Fanny Ficuciello
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On the Computation of Sensitivity Tubes AI summary
Andrea Pupa, Tommaso Belvedere, Cristian Secchi, Paolo Robuffo Giordano
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Phase-Aware Policy Learning for Skateboard Riding of Quadruped Robots Via Feature-Wise Linear Modulation AI summary
Minsung Yoon, Jeil Jeong, Sung-eui Yoon
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