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H Francis Song
H Francis Song
DeepMind
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Zitiert von
Jahr
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
19792018
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
2972018
Bipartite fluctuations as a probe of many-body entanglement
HF Song, S Rachel, C Flindt, I Klich, N Laflorencie, K Le Hur
Physical Review B 85 (3), 035409, 2012
2382012
Task representations in neural networks trained to perform many cognitive tasks
GR Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang
Nature neuroscience 22 (2), 297-306, 2019
2352019
The hanabi challenge: A new frontier for ai research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
Artificial Intelligence 280, 103216, 2020
1812020
Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework
HF Song, GR Yang, XJ Wang
PLoS computational biology 12 (2), e1004792, 2016
1742016
Stabilizing transformers for reinforcement learning
E Parisotto, F Song, J Rae, R Pascanu, C Gulcehre, S Jayakumar, ...
International conference on machine learning, 7487-7498, 2020
1352020
General relation between entanglement and fluctuations in one dimension
HF Song, S Rachel, K Le Hur
Physical Review B 82 (1), 012405, 2010
1282010
Entanglement entropy from charge statistics: Exact relations for noninteracting many-body systems
HF Song, C Flindt, S Rachel, I Klich, K Le Hur
Physical Review B 83 (16), 161408, 2011
1212011
Circuit mechanisms for the maintenance and manipulation of information in working memory
NY Masse, GR Yang, HF Song, XJ Wang, DJ Freedman
Nature neuroscience 22 (7), 1159-1167, 2019
1142019
Bayesian action decoder for deep multi-agent reinforcement learning
J Foerster, F Song, E Hughes, N Burch, I Dunning, S Whiteson, ...
International Conference on Machine Learning, 1942-1951, 2019
1112019
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
1082017
Spatial embedding of structural similarity in the cerebral cortex
HF Song, H Kennedy, XJ Wang
Proceedings of the National Academy of Sciences 111 (46), 16580-16585, 2014
822014
Detecting quantum critical points using bipartite fluctuations
S Rachel, N Laflorencie, HF Song, K Le Hur
Physical review letters 108 (11), 116401, 2012
822012
Entanglement entropy of the two-dimensional Heisenberg antiferromagnet
HF Song, N Laflorencie, S Rachel, K Le Hur
Physical Review B 83 (22), 224410, 2011
802011
Scaling language models: Methods, analysis & insights from training gopher
JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ...
arXiv preprint arXiv:2112.11446, 2021
762021
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
682018
V-mpo: On-policy maximum a posteriori policy optimization for discrete and continuous control
HF Song, A Abdolmaleki, JT Springenberg, A Clark, H Soyer, JW Rae, ...
arXiv preprint arXiv:1909.12238, 2019
582019
Relational forward models for multi-agent learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 2018
552018
Fluctuations and entanglement spectrum in quantum Hall states
A Petrescu, HF Song, S Rachel, Z Ristivojevic, C Flindt, N Laflorencie, ...
Journal of Statistical Mechanics: Theory and Experiment 2014 (10), P10005, 2014
342014
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