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M2oE: Modular Mixture of Experts for Multi-Morphology Reinforcement Learning of Modular Robots AI summary
Chang Liu, Qinchao Xu, Satoshi Yagi, Satoshi Yamamori, Yaonan Zhu, Yusuke Iwasawa, Kazuya Yoshida, Jun Morimoto
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TacFlex: Multi-Mode Tactile Imprints Simulation for Visuotactile Sensors with Coating Patterns AI summary
Chaofan Zhang, Shaowei Cui, Jingyi Hu, Tianyu Jiang, Tiandong Zhang, Rui Wang, Shuo Wang
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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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Demonstration-Augmented Deep Reinforcement Learning with Mixed Reality Human-In-The-Loop Guidance AI summary
Mohammad-Ehsan Matour, Alexander Winkler
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Enhancing Indoor Occupancy Prediction Via Sparse Query-Based Multi-Level Consistent Knowledge Distillation AI summary
Xiang Li, Yupeng Zheng∗, Pengfei Li, Yilun Chen, Ya-Qin Zhang, Wenchao Ding
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ViTac-Tracing: Visual-Tactile Imitation Learning of Deformable Object Tracing AI summary
Yongqiang Zhao, Haining Luo, Yupeng Wang, Emmanouil Spyrakos-Papastavridis, Yiannis Demiris, SHAN LUO
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Task-Driven Co-Design of Mobile Manipulators AI summary
Raphael Schneider, Daniel Honerkamp, Tim Welschehold, Abhinav Valada
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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks AI summary
Jannick Stranghöner, Philipp Hartmann, Lisa-Marie Weigelt, Marco Braun, Sebastian Wrede, Klaus Neumann
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SignBot: Learning Human-To-Humanoid Sign Language Interaction AI summary
Guanren Qiao, Sixu Lin, Ronglai Zuo, Zhizheng Wu, Kui JIA, Guiliang Liu
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Full-Scale Autonomous Highway Inspection with Quadruped Robot: Multi-Level Locomotion Learning in Complex Environments AI summary
Chenxiang Ma, Chengcheng Xu, Feng Wang
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RM-RL: Role-Model Reinforcement Learning for Precise Robot Manipulation AI summary
Xiangyu Chen, Chuhao Zhou, Yuxi Liu, Jianfei Yang
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AMPLIFY: Actionless Motion Priors for Robot Learning from Videos AI summary
Jeremy Collins, Lorand Cheng, Kunal Aneja, Albert Wilcox, Benjamin Joffe, Animesh Garg
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MotionTrans: Human VR Data Enable Motion-Level Learning for Robotic Manipulation Policies AI summary
Chengbo Yuan, Rui Zhou, Mengzhen Liu, Yingdong Hu, Shengjie Wang, Li Yi, Chuan Wen, Shanghang Zhang, Yang Gao
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Track Any Motions under Any Disturbances AI summary
Zhikai Zhang, Jun Guo, Chao Chen, Jilong Wang, Chenghuai Lin, Yunrui Lian, Han Xue, Zhenrong Wang, Maoqi Liu, Jiangran Lyu, Huaping Liu, He Wang, Li Yi
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D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models AI summary
Shintaro Nakaoka, Takayuki Kanai, Kazuhito Tanaka
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Kinematify: Open-Vocabulary Synthesis of High-DoF Articulated Objects AI summary
Jiawei Wang, Dingyou Wang, Jiaming Hu, Qixuan Zhang, Lan Xu, Jingyi Yu
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A Soft-Rigid Hybrid Robot-Assisted Feeding System with a Tendon-Driven Continuum Robot AI summary
Jingyi Chen, Quecheng Qiu, Jianmin Ji
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Few-Shot Transfer of Tool-Use Skills Using Human Demonstrations with Proximity and Tactile Sensing AI summary
Marina Y. Aoyama, Sethu Vijayakumar, Tetsuya Narita
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SCIZOR: A Self-Supervised Approach to Data Curation for Large-Scale Imitation Learning AI summary
Yu Zhang, Yuqi Xie, Huihan Liu, Rutav Shah, Michael Wan, Linxi Fan, Yuke Zhu
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STRIVE: Structured Representation Integrating VLM Reasoning for Efficient Object Navigation AI summary
Haokun Zhu, Zongtai Li, Zhixuan Liu, Wenshan Wang, Ji Zhang, Jonathan Francis, Jean Oh
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Temporal Action Representation Learning for Tactical Resource Control and Subsequent Maneuver Generation AI summary
Hoseong Jung, Sungil Son, Daesol Cho, Jonghae Park, Changhyun Choi, H. Jin Kim
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Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale AI summary
Tobias Thomas Jülg, Pierre Krack, Seongjin Bien, Yannik Blei, Khaled Gamal, Ken Nakahara, Johannes Hechtl, Roberto Calandra, Wolfram Burgard, Florian Walter
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A Vision-Language-Action Model for Adaptive Ultrasound-Guided Needle Insertion and Needle Tracking AI summary
Yuelin Zhang, Qingpeng Ding, Longxiang Tang, Chengyu Fang, Shing Shin Cheng
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Sight Over Site: Perception-Aware Reinforcement Learning for Efficient Robotic Inspection AI summary
Richard Kuhlmann, Jakob Wolfram, Boyang Sun, Jiaxu Xing, Davide Scaramuzza, Marc Pollefeys, Cesar Cadena
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DOT-Sim: Differentiable Optical Tactile Simulation with Precise Real-to-Sim Physical Calibration AI summary
Yang You, Won Kyung Do, Aiden Swann, Rika Antonova, Monroe Kennedy, Leonidas Guibas
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FiLM-Nav: Efficient and Generalizable Navigation Via VLM Fine-Tuning AI summary
Naoki Yokoyama, Sehoon Ha
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Improving Robotic Manipulation Robustness Via NICE Scene Surgery AI summary
Sajjad Pakdamansavoji, MOZHGAN POURKESHAVARZ, Adam Sigal, Zhiyuan Li, Rui Heng Yang, Amir Rasouli
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Do What You Say: Steering Vision-Language-Action Models Via Runtime Reasoning-Action Alignment Verification AI summary
Yilin Wu, Anqi Li, Tucker Hermans, Fabio Ramos, Andrea Bajcsy, Claudia Pérez-D'Arpino
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Breaking the Latency Barrier: Synergistic Perception and Control for High-Frequency 3D Ultrasound Servoing AI summary
Yizhao Qian, Yujie Zhu, Jiayuan Luo, Li Liu, Yixuan Yuan, Hongen Liao, Guochen Ning
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HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments AI summary
Yufei Zhu, Shih-Min Yang, Martin Magnusson, Allan Wang
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MimicDroid: In-Context Learning for Humanoid Robot Manipulation from Human Play Videos AI summary
Rutav Shah, Shuijing Liu, Qi Wang, Zhenyu Jiang, Sateesh Kumar, Mingyo Seo, Roberto Martín-Martín, Yuke Zhu
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Modeling and Reinforcement Learning-Based Control of Simultaneous Positive and Negative Pressure Generation in Pneumatic Systems AI summary
Sang Hyeon Park, Myeongyun Doh, Chanyong Park, Tuan Luong, Hyouk Ryeol Choi, Ja Choon Koo, Hugo Rodrigue, Hyungpil Moon
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TrajBooster: Boosting Humanoid Whole-Body Manipulation Via Trajectory-Centric Learning AI summary
Jiacheng Liu, Pengxiang Ding, Qihang Zhou, Yuxuan Wu, Da Huang, Zimian Peng, Wei Xiao, Weinan Zhang, Lixin Yang, Cewu Lu, Donglin Wang
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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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RoboCade: Gamifying Robot Data Collection AI summary
Suvir Mirchandani, Mia Tang, Jiafei Duan, Jubayer Hamid, Chung Yeung Michael Cho, Dorsa Sadigh
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SEEC: Stable End-Effector Control with Model-Enhanced Residual Learning for Humanoid Loco-Manipulation AI summary
Jaehwi Jang, Zhuoheng Wang, Ziyi Zhou, Feiyang Wu, Ye Zhao
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Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation AI summary
Xiangyi Wei, Haotian Zhang, Xinyi Cao, Siyu Xie, Weifeng Ge, Yang Li, Changbo Wang
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Spatially-Anchored Tactile Awareness for Robust Dexterous Manipulation AI summary
Jialei Huang, Yang Ye, Yuanqing Gong, Xuezhou Zhu, Yang Gao, Kaifeng Zhang
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AURA: Autonomous Upskilling with Retrieval-Augmented Agents AI summary
Alvin Zhu, Yusuke Tanaka, Andrew Goldberg, Dennis Hong
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Dexterity from Smart Lenses: Multi-Fingered Robot Manipulation with In-The-Wild Human Demonstrations AI summary
Irmak Guzey, Haozhi Qi, Julen Urain, Changhao Wang, Jessica Yin, Chaithanya Krishna Bodduluri, Mike Maroje Lambeta, Lerrel Pinto, Akshara Rai, Jitendra Malik, Tingfan Wu, Akash Sharma, Homanga Bharadhwaj
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Look, Focus, Act: Efficient and Robust Robot Learning Via Human Gaze and Foveated Vision Transformers AI summary
Ian Chuang, Jinyu Zou, Andrew Lee, Dechen Gao, Iman Soltani
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Above and Below: Heterogeneous Multi-Robot SLAM across Surface and Underwater Domains AI summary
John McConnell, Armon Shariati, Paul Szenher, Yaxuan Li
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Open-World Object Manipulation with Vision-Language-Action Models Via Synthetic Multi-Modal Data AI summary
Yefei Chen, Junjie Wen, Jinming LI, Zhongyi Zhou, Yaxin Peng, Chaomin Shen, Yi Xu, Yichen Zhu
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PerceptTwin: Semantic Scene Reconstruction for Iterative LLM Planning and Verification AI summary
Charlie Gauthier, Sacha Morin, Liam Paull
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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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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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R-FAC: Resilient Value Function Factorization for Multi-Robot Efficient Search with Individual Failure Probabilities AI summary
Hongliang Guo, Qi Kang, Wei-Yun Yau, Chee-Meng Chew, Daniela Rus
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Second Order Sliding Mode Control of Flying Wing Aircraft Based on Feedforward Neural Networks AI summary
Yuecheng Song, Zhenbao Liu, Junwei Han, jinbiao yuan, Wen Zhao, Qingqing Dang
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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