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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1152 result(s) for “Planning under Uncertainty” Page 2 of 24
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Centralized Periodic Planning under Asynchronous Communication for Multi-Agent Monitoring AI summary
David Fornos, Federico Rossi, Dylan Shell, Daniel Selva
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Active Next-Best-View Optimization for Risk-Averse Path Planning AI summary
Amirhossein Mollaei Khass, Guangyi Liu, Vivek Pandey, Wen Jiang, Boshu Lei, Kostas Daniilidis, Nader Motee
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Disaster-Aware Informative Path Planning in Emergency Response Scenarios AI summary
Xinya Cheng, Na Liu
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HAVEN: Hierarchical Adversary-Aware Visibility-Enabled Navigation with Cover Utilization Using Deep Transformer Q-Networks AI summary
Mihir Chauhan, Damon Conover, Aniket Bera
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Trajectory Planning for UAV-Based Smart Farming Using Imitation-Based Triple Deep Q-Learning AI summary
Wencan Mao, Quanxi Zhou, Tomás Couso Coddou, Manabu Tsukada, Liu Yunling, Yusheng Ji
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Monitoring Autonomous Persistent Surveillance Missions Using Invariance AI summary
Vladislav Nenchev, Prodromos Sotiriadis
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ModalPatch: A Plug-And-Play Module for Robust Multi-Modal 3D Object Detection under Modality Drop AI summary
Shuangzhi Li, Lei Ma, Xingyu Li
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Disturbance-Adaptive Differentiable MPC for Underwater Structure Inspection Using Underwater Robot AI summary
Minjong Kim, Bonchul Ku, Dongsub Kim, Young-woon Song, WOOJIN SEOL, You hyun Jang, Son-Cheol Yu
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A Near-Time-Optimal Trajectory Planning under Torque and Jerk Constraints for Industrial Robots on Fixed Paths AI summary
Shize Zhao, Tianjiao Zheng, Chengzhi Wang, Yanhe Zhu, jie zhao
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Autonomous Exploration for Shape Reconstruction and Measurement Via Informative Contact-Guided Planning AI summary
Feiyu Zhao, Chenxi Xiao
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U2E: Uncertainty-Aware Modeling and Uncertainty-Guided Exploration with Deep Ensemble for Quadrupedal Robot AI summary
Zitong Bai, Yince Gao, Naiyuan Liu, Yiming Huang, Xiaolong Yu, Wei Wang
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Risk-Aware Control of Tendon-Driven Continuum Robots Via CVaR-MPPI with Residual Learning for Hysteresis Compensation : A Pilot Study AI summary
Dongjun Lee, DongWook Kim
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LUDO: Low-Latency Understanding of Deformable Objects Using Point Cloud Occupancy Functions AI summary
Pit Henrich, Franziska Mathis-Ullrich, Paul Maria Scheikl
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Planning Using Belief Summaries for Goal-Directed Manipulation of Articulated Objects with Force and Proprioception AI summary
Thavishi Illandara, Michael Hagenow, Julie A. Shah
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From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-Of-Life Products AI summary
Jan Baumgärtner, Malte Hansjosten, David Hald, Adrian Hauptmannl, Alexander Puchta, Jürgen Fleischer
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Uncertainty-Aware Stereo Grasp Point Selection for Deformable Linear Objects AI summary
Cristina Saccani, Alessio Caporali, Gianluca Palli
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Find the Fruit: Zero-Shot Sim2Real RL for Occlusion-Aware Plant Manipulation AI summary
Nitesh Subedi, Hsin-Jung Yang, Devesh K. Jha, Soumik Sarkar
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Uncertainty-Guided Proactive Adaptation for Visual-Inertial SLAM AI summary
Ehsan Ullah Khan, Gon-Woo Kim
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Modular Acoustic Graph SLAM for Underwater Monitoring with Autonomous Underwater Vehicles AI summary
Marta Real, Pau Vial, Roger Pi, Narcis Palomeras, Marc Carreras
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Uncertainty-Aware Vision-Based Risk Object Identification Via Conformal Risk Tube Prediction AI summary
KAI-YU FU, Yi-Ting Chen
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MAD-BA: 3D LiDAR Bundle Adjustment -- from Uncertainty Modelling to Structure Optimization AI summary
Krzysztof Cwian, Luca Di Giammarino, Simone Ferrari, Thomas Alessandro Ciarfuglia, Giorgio Grisetti, Piotr Skrzypczynski
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MUSE: Multimodal Uncertainty Quantification of State Estimation AI summary
Minkyung Kim, Henry Che, Bhargav Chandaka, Bhumsitt Pramuanpornsatid, Chengyu Yang, Sheng Cheng, Xiaofeng Wang, NAIRA HOVAKIMYAN, Shenlong Wang
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Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation AI summary
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SVN-ICP: Uncertainty Estimation of ICP-Based LiDAR Odometry Using Stein Variational Newton AI summary
Shiping Ma, Haoming Zhang, Marc Toussaint
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Bayesian NeRF: Quantifying Uncertainty with Volume Density for Neural Implicit Fields AI summary
Sibaek Lee, Kyeongsu Kang, Seongbo Ha, Hyeonwoo Yu
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Aleatoric Uncertainty from AI-Based 6D Object Pose Predictors for Object-Relative State Estimation AI summary
Thomas Jantos, Stephan Weiss, Jan Steinbrener
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E2-BKI: Evidential Ellipsoidal Bayesian Kernel Inference for Uncertainty-Aware Gaussian Semantic Mapping AI summary
Junyoung Kim, Minsik Jeon, Jihong Min, Kiho Kwak, Junwon Seo
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FALCO: Foundation Model Guided Active Learning for Cost-Effective Off-Road Freespace Detection AI summary
Shuai Wang, Chenxin Li, Yintong Chen, Yaobo Jia, Hongze Li, Chen Min, Jilin Mei, Huijing Zhao
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UP-SLAM: Adaptively Structured Gaussian SLAM with Uncertainty Prediction in Dynamic Environments AI summary
Wancai Zheng, Linlin Ou, He Jiajie, Libo Zhou, Yan Wei, Xinyi Yu
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SURE: Semi-Dense Uncertainty-REfined Feature Matching AI summary
Sicheng Li, Zaiwang Gu, Jie Zhang, Qing Guo, Xudong Jiang, Jun Cheng
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Mimir: Hierarchical Goal-Driven Diffusion with Uncertainty Propagation for End-To-End Autonomous Driving AI summary
Zebin Xing, Yupeng Zheng, Qichao Zhang, Zhixing Ding, Pengxuan Yang, Songen Gu, zhongpu xia, Dongbin Zhao
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Curvature-Constrained Vector Field for Motion Planning of Nonholonomic Robots AI summary
Yike Qiao, Xiaodong He, An Zhuo, Zhiyong Sun, Weimin Bao, Zhongkui Li
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Uncertainty Comes for Free: Human-In-The-Loop Policies with Diffusion Models AI summary
Zhanpeng He, Yifeng Cao, Matei Ciocarlie
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Reformulating AI-Based Multi-Object Relative State Estimation for Aleatoric Uncertainty-Based Outlier Rejection of Partial Measurements AI summary
Thomas Jantos, Giulio Delama, Stephan Weiss, Jan Steinbrener
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ProbeMDE: Uncertainty-Guided Active Proprioception for Monocular Depth Estimation in Surgical Robotics AI summary
Britton Jordan, Jordan Thompson, Jesse F. d'Almeida, Hao Li, Nithesh Kumar, Susheela Sharma Stern, James Ferguson, Ipek Oguz, Robert James Webster III, Daniel Brown, Alan Kuntz
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SLOT-MPC: A Hierarchical Whole-Body Model Predictive Controller to Enhance Simultaneous Localization and Object Tracking for UAVs AI summary
Senior
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Accelerating Residual Reinforcement Learning with Uncertainty Estimation AI summary
Lakshita Dodeja, Karl Schmeckpeper, Shivam Vats, Thomas Weng, Mingxi Jia, George Konidaris, Stefanie Tellex
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LIDIA: Localizing in the Dark with Illumination-Awareness Toward Perception-Aware Planning AI summary
Iason Georgios Velentzas, Kento Tomita
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UCA-SLAM: Tightly Coupled Visual-LiDAR SLAM with DoF-wise Uncertainty-driven Constraint Analysis AI summary
Shizhuo Yu, Wenbin Zhu, Jing Yuan, Yuanxi Gao
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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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KISS-IMU: Self-Supervised Inertial Odometry with Motion-Balanced Learning and Uncertainty-Aware Inference AI summary
Jiwon Choi, Hogyun Kim, Geonmo Yang, Juhui Lee, Younggun Cho
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Shifted Flow Policy: Uncertainty-Aware Time Reparameterization for Visuomotor Learning AI summary
Dasom Ahn, Chanhyuk Jung, Joonki Baek, Sungkeun Yoo, Byoung Chul Ko
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Wind-Aware Optimal Trajectory Planning for Efficient Gliding of Fixed-Wing Aerial Systems AI summary
Luca Morando, Nishanth Bobbili, Luca Masci, Giuseppe Loianno
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Collaborative Planning with Concurrent Synchronization for Operationally Constrained UAV-UGV Teams AI summary
Zihao Deng, Qianhuang Li, Peng Gao, Maggie Wigness, John G. Rogers III, Donghyun Kim, Hao Zhang
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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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Vectorized Online POMDP Planning AI summary
Marcus Hoerger, Muhammad Rafi Sudrajat, Hanna Kurniawati
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Phys2Real: Fusing VLM Priors with Interactive Online Adaptation for Uncertainty-Aware Sim-To-Real Manipulation AI summary
Maggie Wang, Stephen Tian, Aiden Swann, Ola Shorinwa, Jiajun Wu, Mac Schwager
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SiLVR: Scalable Lidar-Visual Radiance Field Reconstruction with Uncertainty Quantification AI summary
Yifu Tao, Maurice Fallon
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FDSPC: Fast and Direct Smooth Motion Planning Via Continuous Curvature Integration AI summary
Zong Chen, Haoluo Shao, Ben Liu, Siyuan Qiao, Yu Zhou, Yiqun Li
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Global Planning for Object Navigation Via a Weighted Traveling Repairman Problem Formulation AI summary
Ruimeng Liu, Xinhang Xu, Shenghai Yuan, Lihua Xie
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