Statistics
Publications
31
Citations
4.5K
H-Index
27
Active since
2012
Affiliations
Ian Osband is an author at Stanford University specializing in reinforcement learning, computer science, and computing.
Publications per year
2012–2024
31
31
Deep Q-learning From Demonstrations
Todd Hester, Matej Vecerík, Olivier Pietquin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 809 citations · Full text
A Tutorial on Thompson Sampling
Daniel Russo, Benjamin Van Roy, Abbas Kazerouni et al. · Foundations and Trends® in Machine Learning · 2018 · 519 citations
Deep Exploration via Bootstrapped DQN
Ian Osband, Charles Blundell, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 468 citations · Full text
Noisy Networks for Exploration
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot et al. · arXiv (Cornell University) · 2017 · 390 citations · Full text
Deep Q-learning from Demonstrations
Todd Hester, Matej Vecerík, Olivier Pietquin et al. · arXiv (Cornell University) · 2017 · 307 citations · Full text
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