Jakob Foerster
Jakob Foerster
Research Scientist, Facebook AI Research
Verified email at fb.com - Homepage
TitleCited byYear
Learning to communicate with deep multi-agent reinforcement learning
J Foerster, IA Assael, N de Freitas, S Whiteson
Advances in Neural Information Processing Systems, 2137-2145, 2016
3572016
Counterfactual Multi-Agent Policy Gradients
J Foerster, G Farquhar, T Afouras, N Nardelli, S Whiteson
AAAI 2018, Outstanding Student Paper Award, 2017
2552017
Stabilising experience replay for deep multi-agent reinforcement learning
J Foerster, N Nardelli, G Farquhar, P Torr, P Kohli, S Whiteson
International Conference on Machine Learning, 2017, 2017
1692017
Learning with opponent-learning awareness
J Foerster, RY Chen, M Al-Shedivat, S Whiteson, P Abbeel, I Mordatch
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
1352018
Hotword recognition
M Sharifi, JN Foerster
US Patent 9,747,926, 2017
1122017
Three-dimensional head-direction coding in the bat brain
A Finkelstein, D Derdikman, A Rubin, JN Foerster, L Las, N Ulanovsky
Nature 517 (7533), 159, 2015
1112015
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
T Rashid, M Samvelyan, CS de Witt, G Farquhar, J Foerster, S Whiteson
Proceedings of the 35th International Conference on Machine Learning, 2018
992018
Learning to communicate to solve riddles with deep distributed recurrent q-networks
JN Foerster, YM Assael, N de Freitas, S Whiteson
IJCAI 2016 Deep Learning Workshop, 2016
622016
The Mechanics of n-Player Differentiable Games
D Balduzzi, S Racaniere, J Martens, J Foerster, K Tuyls, T Graepel
Proceedings of the 35th International Conference on Machine Learning, 2018
602018
Control of vocal and respiratory patterns in birdsong: dissection of forebrain and brainstem mechanisms using temperature
AS Andalman, JN Foerster, MS Fee
PLoS One 6 (9), e25461, 2011
512011
Hotword detection on multiple devices
JN Foerster, AH Gruenstein
US Patent 9,424,841, 2016
392016
Pommerman: A multi-agent playground
C Resnick, W Eldridge, D Ha, D Britz, J Foerster, J Togelius, K Cho, ...
NeurIPS 2018 Competition track, 2018
282018
Input switched affine networks: an RNN architecture designed for interpretability
JN Foerster, J Gilmer, J Sohl-Dickstein, J Chorowski, D Sussillo
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
26*2017
The Hanabi Challenge: A New Frontier for AI Research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
arXiv preprint arXiv:1902.00506, 2019
212019
The starcraft multi-agent challenge
M Samvelyan, T Rashid, C Schroeder de Witt, G Farquhar, N Nardelli, ...
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
172019
DiCE: The Infinitely Differentiable Monte-Carlo Estimator
J Foerster, G Farquhar, M Al-Shedivat, T Rocktäschel, EP Xing, ...
Proceedings of the 35th International Conference on Machine Learning, 2018
162018
Fake news in social networks
C Aymanns, J Foerster, CP Georg
arXiv preprint arXiv:1708.06233, 2017
152017
Bayesian action decoder for deep multi-agent reinforcement learning
JN Foerster, F Song, E Hughes, N Burch, I Dunning, S Whiteson, ...
arXiv preprint arXiv:1811.01458, 2018
132018
On the Pitfalls of Measuring Emergent Communication
R Lowe, J Foerster, YL Boureau, J Pineau, Y Dauphin
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
112019
Stable Opponent Shaping in Differentiable Games
A Letcher, J Foerster, D Balduzzi, T Rocktäschel, S Whiteson
Proceedings International Conference on Learning Representations 2019, 2018
112018
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