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个人简介
Her research interests include learning for safe and scalable reinforcement learning, learning to learn, motion planning, decision-making, and robot behavior. Aleksandra won IEEE RAS Early Career Award for Industry, the Tom L. Popejoy Award for the best doctoral dissertation at the University of New Mexico in the period of 2011-2014, and was named Distinguished Alumna by the University of New Mexico School of Engineering. Her work has been featured in the New York Times, PC Magazine, ZdNet, VentureBeat, and was awarded Best Paper in Service Robotics at ICRA 2018, Best Paper in Reinforcement Learning for Real Life (RL4RL) at ICML 2019, and Best Paper of IEEE Computer Architecture Letters in 2020.
研究兴趣
论文共 72 篇作者统计合作学者相似作者
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Srivatsan Krishnan,Amir Yazdanbaksh,Shvetank Prakash, Jason Jabbour, Ikechukwu Uchendu, Susobhan Ghosh,Behzad Boroujerdian, Daniel Richins,Devashree Tripathy,Aleksandra Faust,Vijay Janapa Reddi
CoRR (2023): 14:1-14:16
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CoRR (2023)
引用1浏览0EI引用
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CoRR (2023)
引用7浏览0EI引用
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Abdus Salam Azad,Izzeddin Gur, Jasper Emhoff, Nathaniel Alexis,Aleksandra Faust,Pieter Abbeel,Ion Stoica
ICML 2023pp.1361-1395, (2023)
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Mustafa Safdari, Greg Serapio-García, Clément Crepy, Stephen Fitz,Peter Romero, Luning Sun, Marwa Abdulhai,Aleksandra Faust, Maja Matarić
CoRR (2023)
引用6浏览0EI引用
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Anish Muthali, Haotian Shen,Sampada Deglurkar,Michael H. Lim,Rebecca Roelofs,Aleksandra Faust, Claire Tomlin
CoRR (2023)
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2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO)pp.300-317, (2022)
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