AdriÓ PuigdomŔnech Badia
AdriÓ PuigdomŔnech Badia
DeepMind
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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
47142016
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
11552016
Imagination-augmented agents for deep reinforcement learning
S RacaniŔre, T Weber, DP Reichert, L Buesing, A Guez, D Rezende, ...
Proceedings of the 31st International Conference on Neural Informationá…, 2017
386*2017
Neural episodic control
A Pritzel, B Uria, S Srinivasan, AP Badia, O Vinyals, D Hassabis, ...
International Conference on Machine Learning, 2827-2836, 2017
1702017
Agent57: Outperforming the atari human benchmark
AP Badia, B Piot, S Kapturowski, P Sprechmann, A Vitvitskyi, ZD Guo, ...
International Conference on Machine Learning, 507-517, 2020
812020
Memory-based parameter adaptation
P Sprechmann, SM Jayakumar, JW Rae, A Pritzel, AP Badia, B Uria, ...
arXiv preprint arXiv:1802.10542, 2018
542018
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
30*2020
Generalization of reinforcement learners with working and episodic memory
M Fortunato, M Tan, R Faulkner, S Hansen, AP Badia, G Buttimore, ...
arXiv preprint arXiv:1910.13406, 2019
132019
Memo: A deep network for flexible combination of episodic memories
A Banino, AP Badia, R K÷ster, MJ Chadwick, V Zambaldi, D Hassabis, ...
arXiv preprint arXiv:2001.10913, 2020
82020
Imagination-based agent neural networks
DP Wierstra, Y Li, R Pascanu, PW Battaglia, TG Weber, L Buesing, ...
US Patent App. 17/019,919, 2021
2021
Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning
V Campos, P Sprechmann, S Hansen, A Barreto, S Kapturowski, ...
arXiv preprint arXiv:2102.13515, 2021
2021
Jointly learning exploratory and non-exploratory action selection policies
AP Badia, P Sprechmann, A Vitvitskyi, Z Guo, B Piot, SJ Kapturowski, ...
US Patent App. 16/881,180, 2020
2020
Imagination-based agent neural networks
DP Wierstra, Y Li, R Pascanu, PW Battaglia, TG Weber, L Buesing, ...
US Patent 10,776,670, 2020
2020
Machine learning systems with memory based parameter adaptation for learning fast and slower
P Sprechmann, S Jayakumar, JW Rae, A Pritzel, AP Badia, O Vinyals, ...
US Patent App. 16/759,561, 2020
2020
Neural episodic control
B Uria-MartÝnez, A Pritzel, C Blundell, AP Badia
US Patent App. 16/856,527, 2020
2020
Neural episodic control
B Uria-MartÝnez, A Pritzel, C Blundell, AP Badia
US Patent 10,664,753, 2020
2020
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