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Valentin Thomas
ServiceNow Research
Valentin Thomas
Publications
Beyond Target Networks: Improving Deep Q-learning with Functional Regularization
.
Alexandre Piche
,
Valentin Thomas
,
Joseph Marino
,
Gian Maria Marconi
,
Mohammad Emtiyaz Khan
,
Christopher Pal
. At
Transactions on Machine Learning Research, 2022.
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Planning with Latent SImulated Trajectories
.
Alexandre Piche
,
Valentin Thomas
,
Cyril Ibrahim
,
Julien Cornebise
,
Christopher Pal
. At
Workshop at the International Conference on Learning Representations (ICLR), 2019.
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Probabilistic Planning with Sequential Monte Carlo Methods
.
Alexandre Piche
,
Valentin Thomas
,
Cyril Ibrahim
,
Yoshua Bengio
,
Christopher Pal
. At
International Conference on Learning Representations (ICLR), 2019.
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Disentangling the independently controllable factors of variation by interacting with the world
.
Valentin Thomas
,
Emmanuel Bengio
,
William Fedus
,
Jules Pondard
,
Philippe Beaudoin
,
Hugo Larochelle
,
Joelle Pineau
,
Doina Precup
,
Yoshua Bengio
. At
Workshop at the Neural Information Processing Systems (NeurIPS), 2017.
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Independently Controllable Factors
.
Valentin Thomas
,
Jules Pondard
,
Emmanuel Bengio
,
Marc Sarfati
,
Philippe Beaudoin
,
Marie-Jean Meurs
,
Joelle Pineau
,
Doina Precup
,
Yoshua Bengio
. At
ArXiv, 2017.
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