Julien Roy
Julien Roy
PhD Student, Quebec Artificial Intelligence Institute (Mila) and Polytechnique Montréal
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Recurrent semi-supervised classification and constrained adversarial generation with motion capture data
FG Harvey, J Roy, D Kanaa, C Pal
Image and Vision Computing 78, 42-52, 2018
Option-critic in cooperative multi-agent systems
J Chakravorty, N Ward, J Roy, M Chevalier-Boisvert, S Basu, A Lupu, ...
arXiv preprint arXiv:1911.12825, 2019
Sensitivity of MRI parameters within intervertebral discs to the severity of adolescent idiopathic scoliosis
M Huber, G Gilbert, J Roy, S Parent, H Labelle, D Périé
Journal of Magnetic Resonance Imaging 44 (5), 1123-1131, 2016
Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning
J Roy, P Barde, F Harvey, D Nowrouzezahrai, C Pal
Advances in Neural Information Processing Systems 33, 2020
Adversarial soft advantage fitting: Imitation learning without policy optimization
P Barde, J Roy, W Jeon, J Pineau, C Pal, D Nowrouzezahrai
Advances in Neural Information Processing Systems 33, 12334-12344, 2020
Direct Behavior Specification via Constrained Reinforcement Learning
J Roy, R Girgis, J Romoff, PL Bacon, C Pal
arXiv preprint arXiv:2112.12228, 2021
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