Josh Merel
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Simultaneous denoising, deconvolution, and demixing of calcium imaging data
EA Pnevmatikakis, D Soudry, Y Gao, TA Machado, J Merel, D Pfau, ...
Neuron 89 (2), 285-299, 2016
5862016
Emergence of Locomotion Behaviours in Rich Environments
N Heess, D TB, S Sriram, J Lemmon, J Merel, G Wayne, Y Tassa, T Erez, ...
arXiv preprint arXiv:1707.02286, 2017
5292017
Deepmind control suite
Y Tassa, Y Doron, A Muldal, T Erez, Y Li, DL Casas, D Budden, ...
arXiv preprint arXiv:1801.00690, 2018
272*2018
Graph networks as learnable physics engines for inference and control
A Sanchez-Gonzalez, N Heess, JT Springenberg, J Merel, M Riedmiller, ...
International Conference on Machine Learning (ICML 2018), 2018
2142018
Reinforcement and imitation learning for diverse visuomotor skills
Y Zhu, Z Wang, J Merel, A Rusu, T Erez, S Cabi, S Tunyasuvunakool, ...
Proceedings of Robotics: Science and Systems (RSS 2018), 2018
1602018
Learning human behaviors from motion capture by adversarial imitation
J Merel, Y Tassa, D TB, S Srinivasan, J Lemmon, Z Wang, G Wayne, ...
arXiv preprint arXiv:1707.02201, 2017
1232017
Robust imitation of diverse behaviors
Z Wang, J Merel, S Reed, G Wayne, N de Freitas, N Heess
arXiv preprint arXiv:1707.02747, 2017
1212017
Population-level representation of a temporal sequence underlying song production in the zebra finch
MA Picardo, J Merel, KA Katlowitz, D Vallentin, DE Okobi, SE Benezra, ...
Neuron 90 (4), 866-876, 2016
882016
Emergent coordination through competition
S Liu, G Lever, J Merel, S Tunyasuvunakool, N Heess, T Graepel
International Conference on Learning Representations (ICLR 2019), 2019
702019
Spatiotemporal receptive fields of barrel cortex revealed by reverse correlation of synaptic input
A Ramirez, EA Pnevmatikakis, J Merel, L Paninski, KD Miller, RM Bruno
Nature neuroscience 17 (6), 866-875, 2014
642014
Hierarchical visuomotor control of humanoids
J Merel, A Ahuja, V Pham, S Tunyasuvunakool, S Liu, D Tirumala, ...
International Conference on Learning Representations (ICLR 2019), 2018
592018
Bayesian spike inference from calcium imaging data
EA Pnevmatikakis, J Merel, A Pakman, L Paninski
2013 Asilomar Conference on Signals, Systems and Computers, 349-353, 2013
552013
Neural probabilistic motor primitives for humanoid control
J Merel, L Hasenclever, A Galashov, A Ahuja, V Pham, G Wayne, YW Teh, ...
International Conference on Learning Representations (ICLR 2019), 2018
462018
Multilayer recurrent network models of primate retinal ganglion cell responses
E Batty, J Merel, N Brackbill, A Heitman, A Sher, A Litke, EJ Chichilnisky, ...
International Conference on Learning Representations (ICLR 2017), 2016
402016
Hierarchical motor control in mammals and machines
J Merel, M Botvinick, G Wayne
Nature communications 10 (1), 1-12, 2019
332019
Encoder-decoder optimization for brain-computer interfaces
J Merel, DM Pianto, JP Cunningham, L Paninski
PLoS Comput Biol 11 (6), e1004288, 2015
222015
A multi-agent control framework for co-adaptation in brain-computer interfaces.
J Merel, R Fox, T Jebara, L Paninski
NIPS, 2841-2849, 2013
202013
Adaptive system for deriving control signals from measurements of neuromuscular activity
P Kaifosh, T Machado, T Reardon, E Schomburg, J Merel, S Demers
US Patent App. 15/659,487, 2018
182018
dm_control: Software and tasks for continuous control
S Tunyasuvunakool, A Muldal, Y Doron, S Liu, S Bohez, J Merel, T Erez, ...
Software Impacts 6, 100022, 2020
16*2020
Critic regularized regression
Z Wang, A Novikov, K Żołna, JT Springenberg, S Reed, B Shahriari, ...
arXiv preprint arXiv:2006.15134, 2020
152020
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