Roger Creus Castanyer

According to our database, Roger Creus Castanyer authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning.

Roger Creus Castanyer, Johan S. Obando-Ceron, Lu Li, Pierre-Luc Bacon, Glen Berseth, Aaron C. Courville, Pablo Samuel Castro

CoRR, June, 2025

RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning.

Mingqi Yuan, Roger Creus Castanyer, Bo Li, Xin Jin, Wenjun Zeng, Glen Berseth

Trans. Mach. Learn. Res., 2025

2024

Which design decisions in AI-enabled mobile applications contribute to greener AI?

Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch

Empir. Softw. Eng., February, 2024

Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning.

Adriana Hugessen, Roger Creus Castanyer, Faisal Mohamed, Glen Berseth

RLJ, 2024

Improving Intrinsic Exploration by Creating Stationary Objectives.

Roger Creus Castanyer, Joshua Romoff, Glen Berseth

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Centralized control for multi-agent RL in a complex Real-Time-Strategy game.

Roger Creus Castanyer

CoRR, 2023

2021

Integration of Convolutional Neural Networks in Mobile Applications.

Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch

Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021