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Ryan Faulkner
Ryan Faulkner
Research Engineer, Google DeepMind
Verified email at google.com
Title
Cited by
Cited by
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
34652018
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
331*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
2572018
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
2272019
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
642019
Rapid task-solving in novel environments
S Ritter, R Faulkner, L Sartran, A Santoro, M Botvinick, D Raposo
arXiv preprint arXiv:2006.03662, 2020
272020
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
222012
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
172019
Neural networks with relational memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent 10,853,725, 2020
72020
Dyna planning using a feature based generative model
R Faulkner, D Precup
arXiv preprint arXiv:1805.10129, 2010
62010
Generating implicit plans for accomplishing goals in an environment using attention operations over planning embeddings
S Ritter, R Faulkner, DN Raposo
US Patent App. 17/794,780, 2023
12023
Solving reasoning tasks with a slot transformer
R Faulkner, D Zoran
arXiv preprint arXiv:2210.11394, 2022
12022
Dyna learning with deep belief networks
R Faulkner
McGill University, 2011
12011
Neural networks with relational memory
M Chrzanowski, JW Rae, R Faulkner, TG Weber, DN Raposo, AA Santoro
US Patent 11,836,596, 2023
2023
77 Feasibility and Effectiveness of a Telehealth-Delivered Inductive Reasoning Training Program for Older Adults
BP Taylor, JH Owens, R Faulkner, M Verdone, SL Willis, M Marsiske
Journal of the International Neuropsychological Society 29 (s1), 179-180, 2023
2023
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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