Gregory Farquhar
Gregory Farquhar
Verified email at cs.ox.ac.uk
TitleCited byYear
Counterfactual multi-agent policy gradients
JN Foerster, G Farquhar, T Afouras, N Nardelli, S Whiteson
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1412018
Stabilising experience replay for deep multi-agent reinforcement learning
J Foerster, N Nardelli, G Farquhar, T Afouras, PHS Torr, P Kohli, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
992017
QMIX: Monotonic value function factorisation for deep multi-agent reinforcement learning
T Rashid, M Samvelyan, CS de Witt, G Farquhar, J Foerster, S Whiteson
arXiv preprint arXiv:1803.11485, 2018
282018
Treeqn and atreec: Differentiable tree-structured models for deep reinforcement learning
G Farquhar, T Rocktäschel, M Igl, S Whiteson
arXiv preprint arXiv:1710.11417, 2017
222017
DiCE: The Infinitely Differentiable Monte-Carlo Estimator
J Foerster, G Farquhar, M Al-Shedivat, T Rocktäschel, EP Xing, ...
arXiv preprint arXiv:1802.05098, 2018
32018
The StarCraft Multi-Agent Challenge
M Samvelyan, T Rashid, CS de Witt, G Farquhar, N Nardelli, TGJ Rudner, ...
arXiv preprint arXiv:1902.04043, 2019
12019
Multi-Agent Common Knowledge Reinforcement Learning
JN Foerster, CAS de Witt, G Farquhar, PHS Torr, W Boehmer, S Whiteson
arXiv preprint arXiv:1810.11702, 2018
2018
A Better Baseline for Second Order Gradient Estimation in Stochastic Computation Graphs
J Mao, J Foerster, T Rocktäschel, G Farquhar, M Al-Shedivat, S Whiteson
2018
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Articles 1–8