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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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Reimagination with Test-Time Observation Interventions: Distractor-Robust World Model Predictions for Visual Model Predictive Control AI summary
Yuxin Chen, Jianglan Wei, Chenfeng Xu, Boyi Li, Masayoshi Tomizuka, Andrea Bajcsy, Thomas Tian
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Rapid Adaptation of Particle Dynamics for Generalized Deformable Object Mobile Manipulation AI summary
Bohan Wu, Roberto Martín-Martín, Li Fei-Fei
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation AI summary
Lucas Bezerra, Ataide Santos, Shinkyu Park
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Enhancing Classical Motion Planners Using RL with Safety Guarantees AI summary
Elias Goldsztejn, Ronen Brafman
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Rethinking the Practicality of Vision-Language-Action Model: A Comprehensive Benchmark and an Improved Baseline AI summary
Wenxuan Song, Jiayi Chen, Xiaoquan Sun, Huashuo Lei, Yikai Qin, wei zhao, Pengxiang Ding, Han Zhao, Tongxin Wang, Pengxu Hou, Zhide Zhong, Haodong Yan, Donglin Wang, Jun Ma, Haoang Li
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Robustness Is a Function, Not a Number: A Factorized Comprehinsive Study of OOD Robustness in Vision-Based Driving AI summary
Amir Mallak, Alaa Maalouf
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Dynamic Scoop-And-Flick Manipulation for Rapid Non-Prehensile High-Arc Object Transfer AI summary
Gijae Ahn, Junwoo Lee, Seung Hwa Oh, Mujin Shin, Seung-Joon Yi, Jungwon Seo
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Complexity Reduction of the Three-Point Dubins Problem (3PDP) Via Symmetry Exploitation for Machine Learning Purposes AI summary
Marco Frego, Enrico Saccon, Davide De Martini, Luigi Palopoli
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Receding Horizon Control for Signal Temporal Logic Using Robustness-Conserving Partial Formula Evaluation AI summary
Roland Ilyes, Lara Brudermüller, Nick Hawes, Bruno Lacerda
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Crowd-FM: Learned Optimal Selection of Conditional Flow Matching-Generated Trajectories for Crowd Navigation AI summary
Antareep Singha, Laksh Nanwani, Mathai Mathew Pulicken, Samkit Jain, Phani Teja Singamaneni, Arun Kumar Singh, Madhava Krishna
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Explicit Analytical Derivation of LSL and RSR Dubins' Paths for Intercepting a Uniformly Moving Target AI summary
Titouan BELIER, lionel Lapierre, christophe viel, Loick Degorre, Damien Massé
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Shell-Type Soft Jig for Holding Objects During Disassembly AI summary
Takuya Kiyokawa, Ryunosuke Takebayashi, Kensuke Harada
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Event-Driven MARL for Collaborative Swarm Confrontation in Asynchronous Environments AI summary
Qizhen Wu, Lei Chen, Kexin Liu, Jinhu Lv
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Switchable Neural Teleoperation AI summary
Jianglong Ye, Changwei Jing, Kezhou Chen, Keyi Wang, Sha Yi, Xueyan Zou, Xiaolong Wang
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Safe Model Predictive Diffusion with Shielding AI summary
Taekyung Kim, Keyvan Majd, Hideki Okamoto, Bardh Hoxha, Dimitra Panagou, Georgios Fainekos
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Differentiable Motion Manifold Primitives for Reactive Motion Generation under Kinodynamic Constraints AI summary
Yonghyeon Lee
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The One RING: A Robotic Indoor Navigation Generalist AI summary
Ainaz Eftekhar, Rose Hendrix, Luca Weihs, Jiafei Duan, Ege Caglar, Jordi Salvador, Alvaro Herrasti, Winson Han, Eli VanderBilt, Aniruddha Kembhavi, Ali Farhadi, Ranjay Krishna, kiana ehsani, Kuo-Hao Zeng
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DRO-EDL-MPC: Evidential Deep Learning-Based Distributionally Robust Model Predictive Control for Safe Autonomous Driving AI summary
Hyeongchan Ham, Heejin Ahn
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A Lightweight Agentic Multimodal Framework for Scene Understanding in Healthcare Robotics AI summary
Saurav Jha, Stefan K. Ehrlich
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CaFe-TeleVision: A Coarse-To-Fine Teleoperation System with Immersive Situated Visualization for Enhanced Ergonomics AI summary
Zixin Tang, Yiming Chen, Quentin Rouxel, Dianxi Li, Shuang Wu, Fei Chen
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Load-Bearing Assessment for Safe Locomotion of Quadruped Robots on Collapsing Terrain AI summary
Vivian Suzano Medeiros, Giovanni Battista Dessy, Thiago Boaventura, Marcelo Becker, Claudio Semini, Victor Barasuol
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Probing Multimodal LLMs As World Models for Driving AI summary
Shiva Sreeram, Tsun-Hsuan Wang, Alaa Maalouf, Guy Rosman, Sertac Karaman, Daniela Rus
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Learning Traversability Cost Maps with Decomposed Uncertainties Via Continuous-State MEDIRL AI summary
Gwanhyeong Song, Dongjae Lee, Ayoung Kim
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Towards Optimizing a Convex Cover of Collision-Free Space for Trajectory Generation AI summary
Yuwei Wu, Igor Spasojevic, Pratik Chaudhari, Vijay Kumar
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Reinforcement Learning for Active Perception in Autonomous Navigation AI summary
Grzegorz Malczyk, Mihir Kulkarni, Kostas Alexis
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Can a Robot Walk the Robotic Dog: Triple-Zero Collaborative Navigation for Heterogeneous Multi-Agent Systems AI summary
Yaxuan Wang, Yifan Xiang, Ke Li, Xun Zhang, BoWen Ye, Zhuochen Fan, Fei Wei, Tong Yang
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Robust Sensitivity-Aware Chance-Constrained MPC for Efficient Handling of Multiple Uncertainty Sources AI summary
James Zhu, Thierry Simeon, Marco Cognetti
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Healthcare Robots for Photorejuvenation-Based Cosmetic Services AI summary
Anqing Duan, Wanli Liuchen, Domingo Gomez, Muhammmad Muddassir, David Navarro-Alarcon
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CG-THWM: Curriculum-Guided Temporal Haptic World Modeling for Peg-In-Hole Tasks AI summary
Xinli Zhong, Feng Han, Manya Xu, Mu Li, Daqiang Zhang, Jianwei Niu
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RT-GuIDE: Real-Time Gaussian Splatting for Information-Driven Exploration AI summary
Yuezhan Tao, Dexter Ong, Varun Murali, Igor Spasojevic, Pratik Chaudhari, Vijay Kumar
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NORM-Nav: Zero-Shot Mobile Robot Navigation with Natural Language Behavioral Constraints AI summary
Dongjie Huo, Junhui Wang,, Chao Gao, Yan Qiao, Dong Zhang, Guyue Zhou
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SUBTA: A Framework for Supported User-Guided Bimanual Teleoperation in Structured Assembly AI summary
Xiao Liu, Prakash Baskaran, Songpo Li, Simon Manschitz, Wei Ma, Dirk Ruiken, Soshi Iba
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Sample-Based Hybrid Mode Control: Asymptotically Optimal Switching of Algorithmic and Non-Differentiable Control Modes AI summary
Yilang Liu, Haoxiang You, Ian Abraham
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Hybrid Contact Dynamics and Residual-RL Framework for Multi-Point Object Pushing AI summary
Chen Chen, Xu Dai, Jozsef Kovecses
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Development of the Saemangeum Digital Test-Bed (K-URSim) for Unmanned Underwater Vehicles AI summary
Yeongjun Lee, Jong-Boo Han, Sangsu Kim, Hojun Kang, Kihun Kim
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Failing Gracefully: Mitigating Impact of Inevitable Robot Failures AI summary
Duc Nguyen, Saad Abdul Ghani, Andrew Marshall, Allison Andreyev, Gregory Stein, Xuesu Xiao
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RUMI: Rummaging Using Mutual Information AI summary
Sheng Zhong, Nima Fazeli, Dmitry Berenson
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HCOA*: Hierarchical Class-Ordered A* for Navigation in Semantic Environments AI summary
Evangelos Psomiadis, Panagiotis Tsiotras
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Physics-Informed Diffusion Mamba Transformer for Real-World Driving AI summary
Hang Zhou, Qiang Zhang, Peiran Liu, Yihao Qin, Zhaoxu Yan, Yiding Ji
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Efficient Multi-Camera Tokenization with Triplanes for End-To-End Driving AI summary
Boris Ivanovic, Cristiano Saltori, Yurong You, Yan Wang, Wenjie Luo, Marco Pavone
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Language Conditioning Improves Accuracy of Aircraft Goal Prediction in Non-Towered Airspace AI summary
Sundhar Vinodh Sangeetha, Chih-Yuan Chiu, Sarah H.Q. Li, Shreyas Kousik
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The Challenges of Using Robots to Automate the Recycling of Electronic Devices AI summary
Ale� Ude, Mihael Simonič, Boris Kuster, Matija Mavsar, Martin Bem, Sebastian Ruiz, Minija Tamosiunaite, Manuel Giuseppe Catalano, Vinicio Tincani, Antonio Bicchi, Kübra Karacan, Hamid Sadeghian, Sami Haddadin, Riccardo Persichini, Hannes Fröhlich, Florentin Wörgötter
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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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Distributed Virtual Model Control for Scalable Human-Robot Collaboration in Shared Workspace AI summary
Yi Zhang, Omar Faris, Chapa Sirithunge, Kai-Fung Chu, Fumiya Iida, Fulvio Forni
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Galaxy Open-World Dataset and G0 Dual-System VLA Model AI summary
TAO JIANG, Tianyuan Yuan, Yicheng Liu, Chenhao Lu, Jianning Cui, Xiao Liu, Shuiqi Cheng, Jiyang Gao, Huazhe Xu, Hang Zhao
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A CAD-Free Vision-Guided Framework for Robotic Deburring of Flexible Shoe Soles AI summary
Alessandra Tafuro, Marco Guarini, Angelo Mineo, Andrea Maria Zanchettin, Paolo Rocco
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In-Orbit Space Structure Inspection Trajectory Generation AI summary
Brandon Apodaca, Thor Helgeson, Ella Atkins, Leia Stirling
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Design and Implementation of an Angle-Bisecting Foot Mechanism for a Leg-Wheel Transformable Robot AI summary
Hsing-Chen LEE, Wei-Shun Yu, Pei-Chun Lin
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RAMBO: RL-Augmented Model-Based Whole-Body Control for Loco-Manipulation AI summary
Jin Cheng, Dongho Kang, Gabriele Fadini, Guanya Shi, Stelian Coros
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