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.

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.

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.

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.

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.