עקוב אחר
Tom Schaul
Tom Schaul
Senior Staff Scientist, DeepMind
כתובת אימייל מאומתת בדומיין nyu.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Dueling Network Architectures for Deep Reinforcement Learning‏
Z Wang, T Schaul, M Hessel, H van Hasselt, M Lanctot, N de Freitas‏
International Conference on Machine Learning (ICML), 2016‏
53512016
Prioritized Experience Replay‏
T Schaul, J Quan, I Antonoglou, D Silver‏
International Conference on Learning Representations (ICLR), 2016‏
53232016
Grandmaster level in StarCraft II using multi-agent reinforcement learning‏
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...‏
Nature 575 (7782), 350–354, 2019‏
49312019
Rainbow: Combining Improvements in Deep Reinforcement Learning‏
M Hessel, J Modayil, H Van Hasselt, T Schaul, G Ostrovski, W Dabney, ...‏
AAAI Conference on Artificial Intelligence, 2018‏
29062018
Learning to learn by gradient descent by gradient descent‏
M Andrychowicz, M Denil, S Gomez, MW Hoffman, D Pfau, T Schaul, ...‏
Neural Information Processing Systems (NeurIPS), 2016‏
24692016
Unifying Count-Based Exploration and Intrinsic Motivation‏
MG Bellemare, S Srinivasan, G Ostrovski, T Schaul, D Saxton, R Munos‏
Neural Information Processing Systems (NeurIPS), 2016‏
17922016
Reinforcement learning with unsupervised auxiliary tasks‏
M Jaderberg, V Mnih, WM Czarnecki, T Schaul, JZ Leibo, D Silver, ...‏
International Conference on Learning Representations (ICLR), 2017‏
14662017
Deep Q-learning from Demonstrations‏
T Hester, M Vecerik, O Pietquin, M Lanctot, T Schaul, B Piot, D Horgan, ...‏
AAAI Conference on Artificial Intelligence, 2018‏
13502018
Universal value function approximators‏
T Schaul, D Horgan, K Gregor, D Silver‏
International Conference on Machine Learning (ICML-15), 1312-1320, 2015‏
12782015
StarCraft II: A New Challenge for Reinforcement Learning‏
O Vinyals, T Ewalds, S Bartunov, P Georgiev, AS Vezhnevets, M Yeo, ...‏
arXiv preprint arXiv:1708.04782, 2017‏
11812017
Feudal networks for hierarchical reinforcement learning‏
AS Vezhnevets, S Osindero, T Schaul, N Heess, M Jaderberg, D Silver, ...‏
International Conference on Machine Learning (ICML), 2017‏
11182017
Natural evolution strategies‏
D Wierstra, T Schaul, T Glasmachers, Y Sun, J Peters, J Schmidhuber‏
The Journal of Machine Learning Research 15 (1), 949-980, 2014‏
11022014
Successor features for transfer in reinforcement learning‏
A Barreto, W Dabney, R Munos, JJ Hunt, T Schaul, D Silver, ...‏
Neural Information Processing Systems (NeurIPS), 2017‏
6762017
No more pesky learning rates‏
T Schaul, S Zhang, Y LeCun‏
International Conference on Machine Learning (ICML'13), 2013‏
5982013
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II‏
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, W Czarnecki, ...‏
(DeepMind blog), 2019‏
5872019
PyBrain‏
T Schaul, J Bayer, D Wierstra, Y Sun, M Felder, F Sehnke, T Rückstieß, ...‏
Journal of Machine Learning Research 11 (Feb), 743-746, 2010‏
4872010
The predictron: End-to-end learning and planning‏
D Silver*, H van Hasselt*, M Hessel*, T Schaul*, A Guez*, T Harley, ...‏
International Conference on Machine Learning (ICML), 2017‏
360*2017
AI for social good: unlocking the opportunity for positive impact‏
N Tomašev, J Cornebise, F Hutter, S Mohamed, A Picciariello, B Connelly, ...‏
Nature Communications 11 (2468), 1-6, 2020‏
2942020
The 2014 General Video Game Playing Competition‏
D Perez, S Samothrakis, J Togelius, T Schaul, S Lucas, A Couëtoux, ...‏
Computational Intelligence and AI in Games, 2015‏
288*2015
A video game description language for model-based or interactive learning‏
T Schaul‏
Conference on Computational Intelligence in Games (IEEE-CIG), 1-8, 2013‏
2872013
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מאמרים 1–20