基本信息
浏览量:188

个人简介
My research focuses on deep reinforcement learning. During my PhD, I was fortunate to spend time as a research intern at DeepMind, Facebook AI Research and Microsoft Research.
I am interested in designing machine learning algorithms that can make robust sequential decisions in complex environments. My research spans various problems in reinforcement learning including exploration, fast adaptation to new environments, and multi-agent learning. My current focus is on understanding and improving the generalization and robustness of reinforcement learning agents.
I'm always looking for collaborations, so if you're interested in working with me, please don't hesitate to get in touch! I'm also happy to advise masters or undergrad students on projects.
I am interested in designing machine learning algorithms that can make robust sequential decisions in complex environments. My research spans various problems in reinforcement learning including exploration, fast adaptation to new environments, and multi-agent learning. My current focus is on understanding and improving the generalization and robustness of reinforcement learning agents.
I'm always looking for collaborations, so if you're interested in working with me, please don't hesitate to get in touch! I'm also happy to advise masters or undergrad students on projects.
研究兴趣
论文共 31 篇作者统计合作学者相似作者
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CoRR (2023)
引用0浏览0EI引用
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Martin Klissarov,Pierluca D'Oro,Shagun Sodhani,Roberta Raileanu, Pierre-Luc Bacon,Pascal Vincent,Amy Zhang,Mikael Henaff
CoRR (2023)
引用0浏览0EI引用
0
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Grégoire Mialon,Roberto Dessì, Maria Lomeli,Christoforos Nalmpantis,Ram Pasunuru,Roberta Raileanu, Baptiste Rozière, Timo Schick,Jane Dwivedi-Yu,Asli Celikyilmaz, Edouard Grave,Yann LeCun,
arxiv(2023)
引用166浏览0引用
166
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CoRR (2023): 9104-9149
引用2浏览0EI引用
2
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CoRR (2023)
引用4浏览0EI引用
4
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Yihong Chen,Kelly Marchisio,Roberta Raileanu, David Ifeoluwa Adelani,Pontus Stenetor, Sebastian Riedel,Mikel Artetx
CoRR (2023)
引用0浏览0EI引用
0
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Timo Schick,Jane Dwivedi-Yu,Roberto Dessì,Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer,Nicola Cancedda, Thomas Scialom
arxiv(2023)
引用347浏览0引用
347
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