Nicolas Castanet

According to our database, Nicolas Castanet authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Imagine Beyond! Distributionally Robust Auto-Encoding for State Space Coverage in Online Reinforcement Learning.

Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier

CoRR, May, 2025

Automatic state representation and goal selection in unsupervised reinforcement learning. (Apprentissage de représentation des états et sélection des buts automatique pour l'apprentissage par renforcement conditionné par les buts).

Nicolas Castanet

PhD thesis, 2025

2023

Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning.

Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier

Proceedings of the International Conference on Machine Learning, 2023

2022

Stein Variational Goal Generation For Reinforcement Learning in Hard Exploration Problems.

Nicolas Castanet, Sylvain Lamprier, Olivier Sigaud

CoRR, 2022