Adrià Puigdomènech Badia
Adrià Puigdomènech Badia
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Asynchronous methods for deep reinforcement learning
V Mnih, A Puigdomenech Badia, M Mirza, A Graves, T Lillicrap, T Harley, ...
International conference on machine learning, 1928-1937, 2016
34262016
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
8942016
Imagination-augmented agents for deep reinforcement learning
T Weber, S Racanière, DP Reichert, L Buesing, A Guez, DJ Rezende, ...
arXiv preprint arXiv:1707.06203, 2017
1572017
Imagination-augmented agents for deep reinforcement learning
S Racanière, T Weber, D Reichert, L Buesing, A Guez, DJ Rezende, ...
Advances in neural information processing systems, 5690-5701, 2017
1452017
Neural episodic control
A Pritzel, B Uria, S Srinivasan, A Puigdomenech, O Vinyals, D Hassabis, ...
arXiv preprint arXiv:1703.01988, 2017
1272017
Memory-based parameter adaptation
P Sprechmann, SM Jayakumar, JW Rae, A Pritzel, AP Badia, B Uria, ...
arXiv preprint arXiv:1802.10542, 2018
392018
Generalization of reinforcement learners with working and episodic memory
M Fortunato, M Tan, R Faulkner, S Hansen, AP Badia, G Buttimore, ...
Advances in Neural Information Processing Systems, 12469-12478, 2019
62019
Agent57: Outperforming the atari human benchmark
AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, D Guo, ...
arXiv preprint arXiv:2003.13350, 2020
52020
Memo: A deep network for flexible combination of episodic memories
A Banino, AP Badia, R Köster, MJ Chadwick, V Zambaldi, D Hassabis, ...
arXiv preprint arXiv:2001.10913, 2020
42020
Never Give Up: Learning Directed Exploration Strategies
AP Badia, P Sprechmann, A Vitvitskyi, D Guo, B Piot, S Kapturowski, ...
arXiv preprint arXiv:2002.06038, 2020
12020
Neural episodic control
B Uria-Martínez, A Pritzel, C Blundell, AP Badia
US Patent 10,664,753, 2020
2020
Imagination-based agent neural networks
DP Wierstra, Y Li, R Pascanu, PW Battaglia, TG Weber, L Buesing, ...
US Patent App. 16/689,058, 2020
2020
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent 10,346,741, 2019
2019
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