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Ryan Faulkner
Ryan Faulkner
Research Engineer, Google DeepMind
Verified email at google.com
Title
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Year
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
21932018
Grounded language learning in a simulated 3d world
KM Hermann, F Hill, S Green, F Wang, R Faulkner, H Soyer, D Szepesvari, ...
arXiv preprint arXiv:1706.06551, 2017
253*2017
Relational recurrent neural networks
A Santoro, R Faulkner, D Raposo, J Rae, M Chrzanowski, T Weber, ...
Advances in neural information processing systems 31, 2018
1912018
OpenSpiel: A framework for reinforcement learning in games
M Lanctot, E Lockhart, JB Lespiau, V Zambaldi, S Upadhyay, J Pérolat, ...
arXiv preprint arXiv:1908.09453, 2019
1232019
Relational inductive biases, deep learning, and graph networks. arXiv 2018
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
772018
Generalization of reinforcement learners with working and episodic memory
M Fortunato, M Tan, R Faulkner, S Hansen, A Puigdomènech Badia, ...
Advances in neural information processing systems 32, 2019
372019
Relational inductive biases, deep learning, and graph networks. arXiv e-prints
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
212018
Etiquette in wikipedia: Weaning new editors into productive ones
R Faulkner, S Walling, M Pinchuk
Proceedings of the Eighth Annual International Symposium on Wikis and Open …, 2012
172012
Interval timing in deep reinforcement learning agents
B Deverett, R Faulkner, M Fortunato, G Wayne, JZ Leibo
Advances in Neural Information Processing Systems 32, 2019
112019
Rapid task-solving in novel environments
S Ritter, R Faulkner, L Sartran, A Santoro, M Botvinick, D Raposo
arXiv preprint arXiv:2006.03662, 2020
102020
Dyna planning using a feature based generative model
R Faulkner, D Precup
arXiv preprint arXiv:1805.10129, 2010
62010
Neural networks with relational memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent 10,853,725, 2020
12020
Neural Networks with Relational Memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent App. 17/107,621, 2021
2021
Latent Prints: The Evolution and Application of Fingerprint Technologies in Law Enforcement-Past, Present, and Future
RK Faulkner
National University, San Diego, 2017
2017
Dyna learning with deep belief networks
R Faulkner
2011
Relational Relational inductive biases, deep learning, and graph networks (關係歸納偏差, 深度學習和圖形網絡)
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
Relational inductive biases, deep learning, and graph networks (关系归纳偏差, 深度学习和图形网络)
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
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