Valentin Macé

12 papers A* 1A 2Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Diversity based exploration for deep reinforcement learning. (Exploration fondée sur la diversité pour l'apprentissage par renforcement profond). Valentin Macé
2024	J	`jnl`	QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration. J. Mach. Learn. Res. Félix Chalumeau, Bryan Lim, Raphaël Boige, Maxime Allard, Luca Grillotti, Manon Flageat, Valentin Macé, Guillaume Richard, Arthur Flajolet, Thomas Pierrot, Antoine Cully
2023	A*	`conf`	Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery. ICLR Félix Chalumeau, Raphaël Boige, Bryan Lim, Valentin Macé, Maxime Allard, Arthur Flajolet, Antoine Cully, Thomas Pierrot
2023	J	`jnl`	QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration. CoRR Félix Chalumeau, Bryan Lim, Raphaël Boige, Maxime Allard, Luca Grillotti, Manon Flageat, Valentin Macé, Arthur Flajolet, Thomas Pierrot, Antoine Cully
2023	A	`conf`	The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers. GECCO Valentin Macé, Raphaël Boige, Félix Chalumeau, Thomas Pierrot, Guillaume Richard, Nicolas Perrin-Gilbert
2023	J	`jnl`	The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers. CoRR Valentin Macé, Raphaël Boige, Félix Chalumeau, Thomas Pierrot, Guillaume Richard, Nicolas Perrin-Gilbert
2022	J	`jnl`	Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems. CoRR Félix Chalumeau, Thomas Pierrot, Valentin Macé, Arthur Flajolet, Karim Beguir, Antoine Cully, Nicolas Perrin-Gilbert
2022	A	`conf`	Diversity policy gradient for sample efficient quality-diversity optimization. GECCO Thomas Pierrot, Valentin Macé, Félix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert
2022	J	`jnl`	Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery. CoRR Félix Chalumeau, Raphaël Boige, Bryan Lim, Valentin Macé, Maxime Allard, Arthur Flajolet, Antoine Cully, Thomas Pierrot
2019	—	`conf`	On the Use of Dependencies in Relation Classification of Text with Deep Learning. CICLing (2) Bernard Espinasse, Sébastien Fournier, Adrian-Gabriel Chifu, Gaël Guibon, René Azcurra, Valentin Macé
2019	—	`conf`	Using Whole Document Context in Neural Machine Translation. IWSLT Valentin Macé, Christophe Servan
2019	J	`jnl`	Using Whole Document Context in Neural Machine Translation. CoRR Valentin Macé, Christophe Servan