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Jonathan J Hunt
Jonathan J Hunt
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Continuous control with deep reinforcement learning
TP Lillicrap, JJ Hunt, A Pritzel, N Heess, T Erez, Y Tassa, D Silver, ...
arXiv preprint arXiv:1509.02971, 2015
186342015
Deep reinforcement learning in large discrete action spaces
G Dulac-Arnold, R Evans, H van Hasselt, P Sunehag, T Lillicrap, J Hunt, ...
arXiv preprint arXiv:1512.07679, 2015
7942015
Successor features for transfer in reinforcement learning
A Barreto, W Dabney, R Munos, JJ Hunt, T Schaul, HP van Hasselt, ...
Advances in neural information processing systems 30, 2017
6992017
Continuous control with deep reinforcement learning. arXiv 2015
TP Lillicrap, JJ Hunt, A Pritzel, N Heess, T Erez, Y Tassa, D Silver, ...
arXiv preprint arXiv:1509.02971, 2015
6372015
Memory-based control with recurrent neural networks
N Heess, JJ Hunt, TP Lillicrap, D Silver
arXiv preprint arXiv:1512.04455, 2015
4112015
Diffusion policies as an expressive policy class for offline reinforcement learning
Z Wang, JJ Hunt, M Zhou
arXiv preprint arXiv:2208.06193, 2022
3262022
Scaling memory-augmented neural networks with sparse reads and writes
J Rae, JJ Hunt, I Danihelka, T Harley, AW Senior, G Wayne, A Graves, ...
Advances in Neural Information Processing Systems 29, 2016
1892016
The Option Keyboard: Combining Skills in Reinforcement Learning
A Barreto, D Borsa, S Hou, G Comanici, E Aygün, P Hamel, D Toyama, ...
Advances in Neural Information Processing Systems, 13031-13041, 2019
1152019
& Wierstra, D.(2015). Continuous control with deep reinforcement learning
TP Lillicrap, JJ Hunt, A Pritzel, N Heess, T Erez, Y Tassa
arXiv preprint arXiv:1509.02971, 0
110
Spiking neuron classifier apparatus and methods using conditionally independent subsets
JJ Hunt, O Sinyavskiy
US Patent 9,195,934, 2015
542015
Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input
JJ Hunt, P Dayan, GJ Goodhill
PLoS computational biology 9 (5), e1003005, 2013
442013
Continuous control with deep reinforcement learning. CoRR abs/1509.02971 (2015)
TP Lillicrap, JJ Hunt, A Pritzel, N Heess, T Erez, Y Tassa, D Silver, ...
arXiv preprint arXiv:1509.02971, 2015
422015
Composing entropic policies using divergence correction
J Hunt, A Barreto, T Lillicrap, N Heess
International Conference on Machine Learning, 2911-2920, 2019
382019
Statistical structure of lateral connections in the primary visual cortex
JJ Hunt, WH Bosking, GJ Goodhill
Neural systems & circuits 1, 1-12, 2011
292011
Hyperbolic deep reinforcement learning
E Cetin, B Chamberlain, M Bronstein, JJ Hunt
arXiv preprint arXiv:2210.01542, 2022
262022
RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter’s Home Timeline
VW Anelli, S Kalloori, B Ferwerda, L Belli, A Tejani, F Portman, ...
Proceedings of the 15th ACM Conference on Recommender Systems, 819-824, 2021
202021
Sparse coding on the spot: Spontaneous retinal waves suffice for orientation selectivity
JJ Hunt, M Ibbotson, GJ Goodhill
Neural computation 24 (9), 2422-2433, 2012
192012
Apparatus and methods for developing parallel networks using a general purpose programming language
JJ Hunt, O Sinyavskiy
US Patent 9,330,356, 2016
162016
On the simulation of enzymatic digest patterns: The fragmentation of oligomeric and polymeric galacturonides by endo-polygalacturonase II
JJ Hunt, R Cameron, MAK Williams
Biochimica et Biophysica Acta (BBA)-General Subjects 1760 (11), 1696-1703, 2006
162006
Augmenting neural networks with sparsely-accessed external memory
I Danihelka, GD Wayne, FM Wang, ET Grefenstette, JW Rae, AB Graves, ...
US Patent 11,151,443, 2021
152021
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