Ahmed Touati
Ahmed Touati
PhD candidate, University of Montreal
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Real-time privacy-preserving model-based estimation of traffic flows
J Le Ny, A Touati, GJ Pappas
2014 ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 92-102, 2014
192014
Convergent Tree Backup and Retrace with Function Approximation
A Touati, PL Bacon, D Precup, P Vincent
ICML 2018, Proceedings of the 35th International Conference on Machine …, 2017
182017
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future
NR Ke, A Singh, A Touati, A Goyal, Y Bengio, D Parikh, D Batra
ICLR 2019 - Proceedings of the Seventh International Conference on Learning …, 2019
14*2019
Randomized value functions via multiplicative normalizing flows
A Touati, H Satija, J Romoff, J Pineau, P Vincent
UAI2019: Conference on Uncertainty in Artificial Intelligence 2019, 2018
112018
Learnable explicit density for continuous latent space and variational inference
CW Huang, A Touati, L Dinh, M Drozdzal, M Havaei, L Charlin, ...
arXiv preprint arXiv:1710.02248, 2017
62017
Parametric adversarial divergences are good task losses for generative modeling
G Huang, H Berard, A Touati, G Gidel, P Vincent, S Lacoste-Julien
MAIS18, Montreal AI Symposium 2018, 2017
6*2017
Separable value functions across time-scales
J Romoff, P Henderson, A Touati, Y Ollivier, J Pineau, E Brunskill
ICML 2019, Proceedings of the 36th International Conference on Machine …, 2019
3*2019
Stochastic Neural Network with Kronecker Flow
CW Huang, A Touati, P Vincent, GK Dziugaite, A Lacoste, A Courville
AISTATS 2020 - Proceedings of the 23nd International Conference on …, 2019
12019
SVRG for policy evaluation with fewer gradient evaluations
Z Peng, A Touati, P Vincent, D Precup
IJCAI2020: the 29th International Joint Conference on Artificial Intelligence, 2019
12019
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields
RL Priol, A Touati, S Lacoste-Julien
OPTML 2017: 10th NIPS Workshop on Optimization for Machine Learning (NIPS 2017), 2017
12017
Stable Policy Optimization via Off-Policy Divergence Regularization
A Touati, A Zhang, J Pineau, P Vincent
UAI2020: Conference on Uncertainty in Artificial Intelligence 2020, 2020
2020
Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces
A Touati, AA Taiga, MG Bellemare
arXiv preprint arXiv:2003.04069, 2020
2020
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Articles 1–12