Valentin Thomas

Cited by

	All	Since 2018
Citations	296	293
h-index	8	8
i10-index	8	8

20172018201920202021202220233 34 49 61 70 72 6

Co-authors

Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Doina PrecupDeepMind and McGill UniversityVerified email at cs.mcgill.ca
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
Emmanuel BengioMcGill UniversityVerified email at mail.mcgill.ca
Jules PondardÉcole Normale Supérieure de ParisVerified email at ens.fr
Philippe BeaudoinWaverlyVerified email at mywaverly.com
Nicolas Le RouxMicrosoft Research, McGill, UdeMVerified email at le-roux.name
Alexandre PichéServiceNow Research, MilaVerified email at mail.mcgill.ca
Fabian PedregosaGoogleVerified email at google.com
Hugo LarochelleGoogle Brain & MilaVerified email at google.com
William FedusOpenAIVerified email at openai.com
Wesley ChungMcGill UniversityVerified email at mail.mcgill.ca
Marlos C. MachadoDeepMind, Amii, and University of AlbertaVerified email at google.com
Akhilesh GotmareSalesforce ResearchVerified email at salesforce.com
Martin JaggiEPFLVerified email at epfl.ch

Valentin Thomas

PhD student, Mila, University of Montreal

Verified email at umontreal.ca - Homepage

machine learning reinforcement learning


Title Sort by citations Sort by year Sort by 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	81	2017
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	54	2018
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	39	2020
Independently Controllable Features E Bengio, V Thomas, J Pineau, D Precup, Y Bengio RLDM 2017, 2017	38	2017
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	18	2021
Decoupling Backpropagation using Constrained Optimization Methods A Gotmare, V Thomas, J Brea, M Jaggi ICML 2018 workshop on Efficient Credit Assignment, 2018	14	2018
Information matrices and generalization V Thomas, F Pedregosa, B van Merriënboer, PA Mangazol, Y Bengio, ... arXiv preprint arXiv:1906.07774, 2019	13	2019
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	5	2021
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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