基本信息
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Bio
I joined DeepMind to pursue new solutions for artificial general intelligence. Currently, I oversee many of DeepMind’s Foundational Research, leading teams that are exploring new innovations in AI to address the open questions that today's methods cannot yet answer.
After joining DeepMind, then a small 50-person startup that had just been acquired by Google, my research focused on a number of fundamental challenges in AGI, including continual and transfer learning, deep reinforcement learning for robotics and control problems, and neural models of navigation (see publications). I have proposed neural approaches such as policy distillation, progressive nets, and elastic weight consolidation to solve the problem of catastrophic forgetting.
In the broader AI community, I was a founder and Editor-in-Chief of a new open journal, TMLR. I have had the honor of sitting on the executive boards of CoRL and WiML (Women in Machine Learning), and I was a founding organizer of NAISys (Neuroscience for AI Systems).
After joining DeepMind, then a small 50-person startup that had just been acquired by Google, my research focused on a number of fundamental challenges in AGI, including continual and transfer learning, deep reinforcement learning for robotics and control problems, and neural models of navigation (see publications). I have proposed neural approaches such as policy distillation, progressive nets, and elastic weight consolidation to solve the problem of catastrophic forgetting.
In the broader AI community, I was a founder and Editor-in-Chief of a new open journal, TMLR. I have had the honor of sitting on the executive boards of CoRL and WiML (Women in Machine Learning), and I was a founding organizer of NAISys (Neuroscience for AI Systems).
Research Interests
Papers共 103 篇Author StatisticsCo-AuthorSimilar Experts
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Aleksandar Botev,Soham De,Samuel L Smith, Anushan Fernando, George-Cristian Muraru, Ruba Haroun,Leonard Berrada,Razvan Pascanu, Pier Giuseppe Sessa,Robert Dadashi,Léonard Hussenot,Johan Ferret,
CoRR (2024)
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SCIENCE ROBOTICSno. 89 (2024): eadi8022-eadi8022
ICRA 2024 (2024)
Gemma Team,Morgane Riviere, Shreya Pathak, Pier Giuseppe Sessa, Cassidy Hardin, Surya Bhupatiraju,Léonard Hussenot,Thomas Mesnard,Bobak Shahriari,Alexandre Ramé, Johan Ferret, Peter Liu,
arxiv(2024)
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Trans. Mach. Learn. Res. (2023)
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CoRR (2023)
arXiv (Cornell University) (2023)
arXiv (Cornell University) (2022)
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