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Valentin Thomas
Valentin Thomas
PhD student, Mila, University of Montreal
Verified email at umontreal.ca - Homepage
Title
Cited by
Cited by
Year
Independently Controllable Factors
V Thomas*, J Pondard*, E Bengio*, M Sarfati, P Beaudoin, MJ Meurs, ...
arXiv preprint arXiv:1708.01289, 2017
812017
Disentangling the independently controllable factors of variation by interacting with the world
V Thomas, E Bengio, W Fedus, J Pondard, P Beaudoin, H Larochelle, ...
NIPS 2017 workshop on Learning Disentangled Representations: from …, 2018
542018
On the interplay between noise and curvature and its effect on optimization and generalization
V Thomas, F Pedregosa, B Merriënboer, PA Manzagol, Y Bengio, ...
International Conference on Artificial Intelligence and Statistics, 3503-3513, 2020
382020
Independently Controllable Features
E Bengio, V Thomas, J Pineau, D Precup, Y Bengio
RLDM 2017, 2017
382017
Probabilistic Planning with Sequential Monte Carlo methods
V Thomas*, A Piché*, C Ibrahim, Y Bengio, C Pal
ICLR, https://openreview.net/forum?id=ByetGn0c, 2019
34*2019
Beyond variance reduction: Understanding the true impact of baselines on policy optimization
V Thomas*, W Chung*, MC Machado, N Le Roux
International Conference on Machine Learning, 1999-2009, 2021
182021
Decoupling Backpropagation using Constrained Optimization Methods
A Gotmare*, V Thomas*, J Brea, M Jaggi
ICML 2018 workshop on Efficient Credit Assignment, 2018
142018
Information matrices and generalization
V Thomas, F Pedregosa, B van Merriënboer, PA Mangazol, Y Bengio, ...
arXiv preprint arXiv:1906.07774, 2019
132019
Beyond Target Networks: Improving Deep -learning with Functional Regularization
A Piché*, V Thomas*, J Marino, GM Marconi, C Pal, ME Khan
arXiv preprint arXiv:2106.02613, 2021
52021
The Role of Baselines in Policy Gradient Optimization
J Mei, W Chung, V Thomas, B Dai, C Szepesvari, D Schuurmans
arXiv preprint arXiv:2301.06276, 2023
2023
On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
V Thomas
NeurIPS, https://openreview.net/forum?id=g-H3oNAR, 2022
2022
Planning with Latent Simulated Trajectories
A Piché1, V Thomas12, C Ibrahim, J Cornebise, C Pal
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Articles 1–12