MoSE: Skill-by-Skill Mixture-of-Experts Learning for Embodied Autonomous Machines
Lu Xu, Jiaqian Yu, Xiongfeng Peng, Yiwei Chen, Weiming Li, Jaewook Yoo, Sunghyun Chunag, Dongwook Lee, Daehyun Ji, Chao Zhang
机构
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Advanced Research Lab, Samsung Research China-Beijing(三星研究院中国北京先进研究实验室)
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Manufacturing/Material Handling AI Lab (DS AI Center)(制造/物料处理AI实验室(DS AI中心))
机构
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School of System Design and Intelligent Manufacturing (SDIM), Southern University of Science and Technology, Shenzhen, China(系统设计与智能制造学院,南方科技大学,深圳,中国)
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Zhejiang University-University of Illinois Urbana-Champaign Institute (ZJUI), Haining, China(浙江大学-伊利诺伊大学厄巴纳-香槟分校联合学院,海宁,中国)
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LimX Dynamics, Shenzhen, China(LimX Dynamics,深圳,中国)
机构
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School of Computing, National University of Singapore(新加坡国立大学计算机学院)
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NUS Guangzhou Research Translation and Innovation Institute(新加坡国立大学广州翻译与创新研究院)
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School of Computer Science, Nanjing University(南京大学计算机学院)
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School of Computer Science, Peking University(北京大学计算机学院)
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School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University(上海交通大学电子信息与电气工程学院)
Marta C. Couto, Flavia Barsotti, Fernando P. Santos
机构
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Informatics Institute, University of Amsterdam, The Netherlands(阿姆斯特丹大学信息学院)
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ING Research Project Lead(ING研究项目负责人)
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ING Analytics, ING Group, Amsterdam, The Netherlands(ING分析部、ING集团、荷兰阿姆斯特丹)
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Delft Institute of Applied Mathematics (DIAM), TU Delft, The Netherlands(代尔夫特应用数学研究所(DIAM)、代尔夫特理工大学、荷兰)
Navigating Robot Swarm Through a Virtual Tube with Flow-Adaptive Distribution Control
Yongwei Zhang, Shuli Lv, Kairong Liu, Quanyi Liang, Quan Quan, Zhikun She
机构
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School of Mathematical Sciences, Beihang University(北京航空航天大学数学科学学院)
;
School of Automation Science and Electrical Engineering, Beihang University(北京航空航天大学自动化科学与电气工程学院)
机构
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College of Computing and Data Science, Nanyang Technological University(南洋理工大学计算与数据科学学院)
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School of Automation, Guangdong University of Technology(广东工业大学自动化学院)
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State Key Laboratory of Integrated Services Networks, Xidian University(西安电子科技大学集成服务网络国家重点实验室)
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Department of Electrical and Computer Engineering, University of Waterloo(滑铁卢大学电气与计算机工程系)
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Department of Computer Science and Engineering, Kyung Hee University(韩国庆熙大学计算机科学与工程系)
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Institute for Infocomm Research, Agency for Science, Technology and Research(科技研究局信息通信研究所)
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Department of Electrical and Computer Engineering, Sungkyunkwan University(庆熙大学电气与计算机工程系)
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
Thomas Schmied, Fabian Paischer, Vihang Patil, Markus Hofmarcher, Razvan Pascanu, Sepp Hochreiter
机构
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ELLIS Unit, LIT AI Lab, Institute for Machine Learning, JKU Linz, Austria(ELLIS单位、LIT人工智能实验室、机器学习研究所、JKU林茨、奥地利)
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Extensity AI
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Google DeepMind(谷歌DeepMind)
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Mila - Québec AI Institute(魁北克人工智能研究所)
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NXAI
Toward Human-Robot Teaming: Learning Handover Behaviors from 3D Scenes
Yuekun Wu, Yik Lung Pang, Andrea Cavallaro, Changjae Oh
机构
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Centre for Intelligent Sensing, Queen Mary University of London(智能感知中心,伦敦女王玛丽大学)
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Idiap Research Institute and École Polytechnique Fédérale de Lausanne(IDiap研究机构和日内瓦联邦理工学院)
LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
Jing Ren, Suyu Ma, Hong Jia, Xiwei Xu, Ivan Lee, Haytham Fayek, Xiaodong Li, Feng Xia
机构
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School of Computing Technologies, RMIT University(计算技术学院,皇家墨尔本理工大学)
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CSIRO’s Data61(CSIRO的数据61)
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School of Computer Science, University of Auckland(计算机科学学院,奥克兰大学)
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STEM, University of South Australia(STEM,南澳大利亚大学)