Volodymyr Mnih

Publications by Year

Research Areas

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

Most-Cited Works

• → Human-level control through deep reinforcement learning(2015)29,151 cited
• → Playing Atari with Deep Reinforcement Learning(2013)5,113 cited
• Recurrent Models of Visual Attention(2014)
• → Asynchronous Methods for Deep Reinforcement Learning(2016)1,690 cited
• → Multiple Object Recognition with Visual Attention(2014)701 cited
• → Learning to Detect Roads in High-Resolution Aerial Images(2010)619 cited
• Machine learning for aerial image labeling(2013)
• → Massively Parallel Methods for Deep Reinforcement Learning(2015)405 cited
• Learning to Label Aerial Images from Noisy Data(2012)