Deep Reinforcement Learning Architecture for Continuous Power Allocation in High Throughput Satellites. - Juan Jose Garau Luis; Markus Guerster; Iñigo del Portillo; Edward F. Crawley; Bruce G. Cameron (CoRR, 2019)

Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design. - Juan Jose Garau Luis; Edward F. Crawley; Bruce G. Cameron (CoRR, 2020)

Policy Gradient RL Algorithms as Directed Acyclic Graphs. - Juan Jose Garau Luis (CoRR, 2020)

Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research. - Juan Jose Garau Luis; Edward F. Crawley; Bruce G. Cameron (CoRR, 2021)

Integrating LSTMs and GNNs for COVID-19 Forecasting. - Nathan Sesti; Juan Jose Garau Luis; Edward F. Crawley; Bruce G. Cameron (CoRR, 2021)

Towards Autonomous Satellite Communications: An AI-based Framework to Address System-level Challenges. - Juan Jose Garau Luis; Skylar Eiskowitz; Nils Pachler de la Osa; Edward F. Crawley; Bruce G. Cameron (CoRR, 2021)

Multi-objective evolution for Generalizable Policy Gradient Algorithms. - Juan Jose Garau Luis; Yingjie Miao; John D. Co-Reyes; Aaron Parisi; Jie Tan 001; Esteban Real; Aleksandra Faust (CoRR, 2022)

Frequency Plan Design for Multibeam Satellite Constellations Using Linear Programming. - Juan Jose Garau Luis; Sergi Aliaga; Guillem Casadesus; Nils Pachler de la Osa; Edward F. Crawley; Bruce G. Cameron (CoRR, 2022)

Multi-modal Transfer Learning between Biological Foundation Models. - Juan Jose Garau-Luis; Patrick Bordes; Liam Gonzalez; Masa Roller; Bernardo P. de Almeida; Christopher Blum; Lorenz Hexemer; Stefan Laurent; Maren Lang; Thomas Pierrot; Guillaume Richard (NeurIPS, 2024)

Dynamic Frequency Assignment for Mobile Users in Multibeam Satellite Constellations. - Guillem Casadesus Vila; Juan Jose Garau Luis; Nils Pachler de la Osa; Edward F. Crawley; Bruce G. Cameron (CoRR, 2024)

Multi-modal Transfer Learning between Biological Foundation Models. - Juan Jose Garau-Luis; Patrick Bordes; Liam Gonzalez; Masa Roller; Bernardo P. de Almeida; Lorenz Hexemer; Christopher Blum; Stefan Laurent; Jan Grzegorzewski; Maren Lang; Thomas Pierrot; Guillaume Richard (CoRR, 2024)

Frequency Plan Design for Multibeam Satellite Constellations Using Integer Linear Programming. - Juan Jose Garau Luis; Sergi Aliaga Torrens; Guillem Casadesus Vila; Nils Pachler de la Osa; Edward F. Crawley; Bruce G. Cameron (IEEE Trans. Wirel. Commun., 2024)

Metalic: Meta-Learning In-Context with Protein Language Models. - Jacob Beck; Shikha Surana; Manus McAuliffe; Oliver Bent; Thomas D. Barrett; Juan Jose Garau-Luis; Paul Duckworth (ICLR, 2025)

A Unified Resource Allocation Framework and Impact Evaluation for NGSO Satellite Constellations. - Nils Pachler; Juan Jose Garau Luis; Edward F. Crawley; Bruce G. Cameron (Int. J. Satell. Commun. Netw., 2025)