Tom Schaul

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.4K citations

Computing, Autonomous Systems, Robotics Engineering +16

Prioritized Experience Replay

Tom Schaul, John Quan, Ioannis Antonoglou et al. · arXiv (Cornell University) · 2015 · 2K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Dueling Network Architectures for Deep Reinforcement Learning

Ziyu Wang, Tom Schaul, Matteo Hessel et al. · arXiv (Cornell University) · 2015 · 1.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Rainbow: Combining Improvements in Deep Reinforcement Learning

Matteo Hessel, Joseph Modayil, Hado van Hasselt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.7K citations · Full text

Computing, Computer Science, Algorithms +9

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

Computing, Autonomous Systems, Computer Science +15