Roger Creus Castanyer

According to our database, Roger Creus Castanyer authored at least 12 papers between 2021 and 2026.

Collaborative distances:

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

2026

unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning.

Geoffrey Bradway, Roger Creus Castanyer, Lorenz Wolf, Maxwill Lin, Matthew J. Sargent, Augustine N. Mavor-Parker

CoRR, May, 2026

PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-Play.

Roger Creus Castanyer, Geoffrey Bradway, Lorenz Wolf, Maxwill Lin, Augustine N. Mavor-Parker, Matthew J. Sargent

CoRR, May, 2026

Agentick: A Unified Benchmark for General Sequential Decision-Making Agents.

Roger Creus Castanyer, Pablo Samuel Castro, Glen Berseth

CoRR, May, 2026

Align and Filter: Improving Performance in Asynchronous On-Policy RL.

Homayoun Honari, Roger Creus Castanyer, Michael Przystupa, Michael Noukhovitch, Pablo Samuel Castro, Glen Berseth

CoRR, March, 2026

2025

ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning.

Roger Creus Castanyer, Faisal Mohamed, Pablo Samuel Castro, Cyrus Neary, Glen Berseth

CoRR, October, 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