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Wojciech Marian Czarnecki
Wojciech Marian Czarnecki
Isomorphic Labs
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Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals*, I Babuschkin*, WM Czarnecki*, M Mathieu*, A Dudzik*, ...
Nature 575, 350–354, 2019
2238*2019
Reinforcement learning with unsupervised auxiliary tasks
M Jaderberg*, V Mnih*, WM Czarnecki*, T Schaul, JZ Leibo, D Silver, ...
ICLR 2017, 2017
10172017
Value-decomposition networks for cooperative multi-agent learning
P Sunehag, G Lever, A Gruslys, WM Czarnecki, V Zambaldi, M Jaderberg, ...
AAMAS 2018, 2017
6202017
Human-level performance in 3D multiplayer games with population-based reinforcement learning
M Jaderberg*, WM Czarnecki*, I Dunning*, L Marris, G Lever, ...
Science 364 (6443), 859-865, 2019
5542019
On loss functions for deep neural networks in classification
K Janocha, WM Czarnecki
TFML 2017, 2017
5462017
Population based training of neural networks
M Jaderberg, V Dalibard, S Osindero, WM Czarnecki, J Donahue, ...
arXiv preprint arXiv:1711.09846, 2017
5092017
Progress & Compress: A scalable framework for continual learning
J Schwarz, J Luketina, WM Czarnecki, A Grabska-Barwinska, YW Teh, ...
ICML 2018, 2018
4202018
Distral: Robust Multitask Reinforcement Learning
YW Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, ...
NIPS 2017, 2017
3852017
Decoupled neural interfaces using synthetic gradients
M Jaderberg, WM Czarnecki, S Osindero, O Vinyals, A Graves, ...
ICML 2017, 2017
2732017
Grounded language learning in a simulated 3d world
KM Hermann, F Hill, S Green, F Wang, R Faulkner, H Soyer, D Szepesvari, ...
CoRR, abs/1706.06551, 2017
222*2017
Multi-task deep reinforcement learning with popart
M Hessel, H Soyer, L Espeholt, W Czarnecki, S Schmitt, H van Hasselt
AAAI 2019, 2018
1532018
Sobolev Training for Neural Networks
WM Czarnecki, S Osindero, M Jaderberg, G Świrszcz, R Pascanu
NIPS 2017, 2017
1352017
Local minima in training of neural networks
G Swirszcz, WM Czarnecki, R Pascanu
arXiv preprint arXiv:1611.06310, 2016
83*2016
Open-ended Learning in Symmetric Zero-sum Games
D Balduzzi, M Garnelo, Y Bachrach, WM Czarnecki, J Perolat, ...
ICML 2019, 2019
802019
Kickstarting Deep Reinforcement Learning
S Schmitt, JJ Hudson, A Zidek, S Osindero, C Doersch, WM Czarnecki, ...
NIPS 2018 DL Workshop, 2018
772018
Adapting auxiliary losses using gradient similarity
Y Du, WM Czarnecki, SM Jayakumar, R Pascanu, B Lakshminarayanan
NeurIPS 2018 MetaLearning Workshop, 2018
752018
Learning to SMILE (s)
S Jastrzebski, D Lesniak, WM Czarnecki
ICLR 2016 Workshop track, 2016
73*2016
α-Rank: Multi-Agent Evaluation by Evolution
S Omidshafiei, C Papadimitriou, G Piliouras, K Tuyls, M Rowland, ...
Nature Scientific Reports, 2019
652019
Distilling Policy Distillation
WM Czarnecki, R Pascanu, S Osindero, SM Jayakumar, G Swirszcz, ...
AISTATS 2019, 2019
622019
How to evaluate word embeddings? on importance of data efficiency and simple supervised tasks
S Jastrzebski, D Leśniak, WM Czarnecki
arXiv preprint arXiv:1702.02170, 2017
592017
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Artigos 1–20