引用次数
引用: 405
H-指数: 10
I10-指数 : 10
出版物: 16
Planning with Latent Simulated Trajectories
Alexandre Piché1 , Valentin Thomas12 , Cyril Ibrahim , Julien Cornebise
Smpte Journal
Decoupling backpropagation using constrained optimization methods
Akhilesh Gotmare* , Valentin Thomas* , Johanni Brea , Martin Jaggi
ICML 2018 Workshop on Efficient Credit assignment in Deep Learning and Deep Reinforcement Learning
17
2018
Probabilistic Planning with Sequential Monte Carlo methods
Valentin Thomas* , Alexandre Piché* , Cyril Ibrahim , Yoshua Bengio
ICLR https://openreview.net/pdf?id=ByetGn0cYX -https://openreview.net/pdf?id=ByetGn0cYX
46
2019
Bridging the Gap Between Target Networks and Functional Regularization
Alexandre Piché , Valentin Thomas , Rafael Pardinas , Joseph Marino
TMLR 2023, https://arxiv.org/abs/2106.02613
12
2021
On the interplay between noise and curvature and its effect on optimization and generalization
Yoshua Bengio , Bart van Merriënboer , Fabian Pedregosa , Nicolas Le Roux
arXiv: Learning
40
2019
Beyond variance reduction: Understanding the true impact of baselines on policy optimization
Nicolas Le Roux , Marlos C. Machado , Valentin Thomas , Wesley Chung
arXiv: Learning
18
2020
The role of baselines in policy gradient optimization
Jincheng Mei , Wesley Chung , Valentin Thomas , Bo Dai
Advances in Neural Information Processing Systems 35 17818 -17830
12
2022
Disentangling the independently controllable factors of variation by interacting with the world
Valentin Thomas , Emmanuel Bengio , William Fedus , Jules Pondard
arXiv preprint arXiv:1802.09484
65
2018
Independently controllable factors
Valentin Thomas , Jules Pondard , Emmanuel Bengio , Marc Sarfati
arXiv preprint arXiv:1708.01289
46
2017
Information matrices and generalization
Valentin Thomas , Fabian Pedregosa , Bart van Merriënboer , Pierre-Antoine Mangazol
arXiv preprint arXiv:1906.07774
15
2019
Independently Controllable Features
Emmanuel Bengio , Valentin Thomas , Joelle Pineau , Doina Precup
RLDM 2017
46
2017
On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
Valentin Thomas
NeurIPS https://openreview.net/forum?id=g -H3oNAR
5
2022
In-Context Data Distillation with TabPFN
Junwei Ma , Valentin Thomas , Guangwei Yu , Anthony Caterini
arXiv preprint arXiv:2402.06971
2
2024
Retrieval & Fine-Tuning for In-Context Tabular Models
Valentin Thomas , Junwei Ma , Rasa Hosseinzadeh , Keyvan Golestan
arXiv preprint arXiv:2406.05207
2024
2023
Contrôle de l’intrication de deux Qubits
Valentin Thomas