Josh Merel
Josh Merel
Facebook Reality Labs
Adresse e-mail validée de google.com - Page d'accueil
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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
6692016
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
6322017
Deepmind control suite
Y Tassa, Y Doron, A Muldal, T Erez, Y Li, DL Casas, D Budden, ...
arXiv preprint arXiv:1801.00690, 2018
362*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
2852018
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
1962018
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
1442017
Robust imitation of diverse behaviors
Z Wang, J Merel, S Reed, G Wayne, N de Freitas, N Heess
arXiv preprint arXiv:1707.02747, 2017
1422017
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
1012016
Emergent coordination through competition
S Liu, G Lever, J Merel, S Tunyasuvunakool, N Heess, T Graepel
International Conference on Learning Representations (ICLR 2019), 2019
832019
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
722014
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
692018
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
602013
Hierarchical motor control in mammals and machines
J Merel, M Botvinick, G Wayne
Nature communications 10 (1), 1-12, 2019
542019
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
542018
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
492016
Critic regularized regression
Z Wang, A Novikov, K Zolna, JT Springenberg, S Reed, B Shahriari, ...
arXiv preprint arXiv:2006.15134, 2020
422020
RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning
C Gulcehre, Z Wang, A Novikov, T Paine, S Gómez, K Zolna, R Agarwal, ...
Advances in Neural Information Processing Systems 33, 2020
36*2020
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
312020
Catch & Carry: reusable neural controllers for vision-guided whole-body tasks
J Merel, S Tunyasuvunakool, A Ahuja, Y Tassa, L Hasenclever, V Pham, ...
ACM Transactions on Graphics (TOG) 39 (4), 39: 1-39: 12, 2020
30*2020
Deep neuroethology of a virtual rodent
J Merel, D Aldarondo, J Marshall, Y Tassa, G Wayne, B Ölveczky
International Conference on Learning Representations (ICLR 2020), 2019
262019
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