Marc G. Bellemare

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

An Introduction to Deep Reinforcement Learning

Vincent François-Lavet, Peter Henderson, Riashat Islam et al. · Foundations and Trends® in Machine Learning · 2018 · 1.3K citations · Full text

Computing, Computer Science, Finance +15

Unifying count-based exploration and intrinsic motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · Neural Information Processing Systems · 2016 · 679 citations

Computing, Behavioral Sciences, Computer Science +17

Distributional Reinforcement Learning With Quantile Regression

Will Dabney, Mark Rowland, Marc G. Bellemare et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 512 citations · Full text

Computing, Computer Science, Algorithms +12

Autonomous navigation of stratospheric balloons using reinforcement learning

Marc G. Bellemare, Salvatore Candido, Pablo Samuel Castro et al. · Nature · 2020 · 272 citations

Computing, Aerospace Engineering, Autonomous Systems +16