Roger Creus Castanyer

14 papers A* 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Align and Filter: Improving Performance in Asynchronous On-Policy RL.
CoRR
Homayoun Honari, Roger Creus Castanyer, Michael Przystupa, Michael Noukhovitch, Pablo Samuel Castro, Glen Berseth
2025 J jnl
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning.
CoRR
Roger Creus Castanyer, Faisal Mohamed, Pablo Samuel Castro, Cyrus Neary, Glen Berseth
2025 J jnl
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning.
Trans. Mach. Learn. Res.
Mingqi Yuan, Roger Creus Castanyer, Bo Li, Xin Jin, Wenjun Zeng, Glen Berseth
2025 J jnl
Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning.
CoRR
Roger Creus Castanyer, Johan S. Obando-Ceron, Lu Li, Pierre-Luc Bacon, Glen Berseth, Aaron C. Courville, Pablo Samuel Castro
2024 A* conf
Improving Intrinsic Exploration by Creating Stationary Objectives.
ICLR
Roger Creus Castanyer, Joshua Romoff, Glen Berseth
2024 J jnl
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning.
CoRR
Mingqi Yuan, Roger Creus Castanyer, Bo Li, Xin Jin, Glen Berseth, Wenjun Zeng
2024 J jnl
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning.
RLJ
Adriana Hugessen, Roger Creus Castanyer, Faisal Mohamed, Glen Berseth
2024 J jnl
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning.
CoRR
Adriana Hugessen, Roger Creus Castanyer, Faisal Mohamed, Glen Berseth
2024 J jnl
Which design decisions in AI-enabled mobile applications contribute to greener AI?
Empir. Softw. Eng.
Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch
2023 J jnl
Centralized control for multi-agent RL in a complex Real-Time-Strategy game.
CoRR
Roger Creus Castanyer
2023 J jnl
Improving Intrinsic Exploration by Creating Stationary Objectives.
CoRR
Roger Creus Castanyer, Joshua Romoff, Glen Berseth
2021 — conf
Integration of Convolutional Neural Networks in Mobile Applications.
WAIN@ICSE
Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch
2021 J jnl
Integration of Convolutional Neural Networks in Mobile Applications.
CoRR
Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch
2021 J jnl
Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI?
CoRR
Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch