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Volodymyr Mnih

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51

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44.4K

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32

h-index

38

i10-index

Volodymyr Mnih is an academic researcher. The author has contributed to research in topics: Reinforcement Learning in Robotics & Domain Adaptation and Few-Shot Learning & Advanced Bandit Algorithms Research. The author has an h-index of 32, co-authored 44 publications.

Research Topics

Reinforcement Learning in Robotics Domain Adaptation and Few-Shot Learning Advanced Bandit Algorithms Research Generative Adversarial Networks and Image Synthesis Adversarial Robustness in Machine Learning

Papers by this author

works

Human-level control through deep reinforcement learning

2015 · Nature · 29K citations

https://doi.org/10.1038/nature14236

Volodymyr Mnih Koray Kavukcuoglu David Silver Andrei A. Rusu

Learning to Detect Roads in High-Resolution Aerial Images

2010 · Lecture notes in computer science · 613 citations

https://doi.org/10.1007/978-3-642-15567-3_16

Volodymyr Mnih Geoffrey E. Hinton

Research topics

topics

Reinforcement Learning in Robotics

Domain Adaptation and Few-Shot Learning

Advanced Bandit Algorithms Research

Generative Adversarial Networks and Image Synthesis

Adversarial Robustness in Machine Learning

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