H Francis Song
H Francis Song
DeepMind
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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
13272018
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
2102012
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
2032018
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
1492019
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
1372016
General relation between entanglement and fluctuations in one dimension
HF Song, S Rachel, K Le Hur
Physical Review B 82 (1), 012405, 2010
1182010
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
1102011
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
1082020
Reward-based training of recurrent neural networks for cognitive and value-based tasks
HF Song, GR Yang, XJ Wang
Elife 6, e21492, 2017
792017
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
762019
Entanglement entropy of the two-dimensional Heisenberg antiferromagnet
HF Song, N Laflorencie, S Rachel, K Le Hur
Physical Review B 83 (22), 224410, 2011
762011
Detecting quantum critical points using bipartite fluctuations
S Rachel, N Laflorencie, HF Song, K Le Hur
Physical review letters 108 (11), 116401, 2012
732012
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
722019
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
702014
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
672020
Relational forward models for multi-agent learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 2018
402018
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
322014
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
302019
Scaling of entanglement entropy across Lifshitz transitions
M Rodney, HF Song, SS Lee, K Le Hur, ES Sørensen
Physical Review B 87 (11), 115132, 2013
222013
Simple, distance-dependent formulation of the Watts-Strogatz model for directed and undirected small-world networks
HF Song, XJ Wang
Physical Review E 90 (6), 062801, 2014
212014
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Artiklar 1–20