Search Results for author: Raphaël Marinier

Found 6 papers, 3 papers with code

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning

1 code implementation18 Jul 2019 Johan Ferret, Raphaël Marinier, Matthieu Geist, Olivier Pietquin

The ability to transfer knowledge to novel environments and tasks is a sensible desiderata for general learning agents.

reinforcement-learning reinforcement Learning +1

FVD: A new Metric for Video Generation

no code implementations ICLR Workshop DeepGenStruct 2019 Thomas Unterthiner, Sjoerd van Steenkiste, Karol Kurach, Raphaël Marinier, Marcin Michalski, Sylvain Gelly

While recent generative models of video have had some success, current progress is hampered by the lack of qualitative metrics that consider visual quality, temporal coherence, and diversity of samples.

Representation Learning Video Generation

Episodic Curiosity through Reachability

1 code implementation ICLR 2019 Nikolay Savinov, Anton Raichuk, Raphaël Marinier, Damien Vincent, Marc Pollefeys, Timothy Lillicrap, Sylvain Gelly

One solution to this problem is to allow the agent to create rewards for itself - thus making rewards dense and more suitable for learning.

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