Juan Jose Garau Luis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Linear Programming

Domain Specific Ontologies

Policy Gradient

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Juan Jose Garau Luis, Sergi Aliaga Torrens, Guillem Casadesus Vila, Nils Pachler de la Osa, Edward F. Crawley, Bruce G. Cameron
Frequency Plan Design for Multibeam Satellite Constellations Using Integer Linear Programming. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Guillem Casadesus Vila, Juan Jose Garau Luis, Nils Pachler de la Osa, Edward F. Crawley, Bruce G. Cameron
Dynamic Frequency Assignment for Mobile Users in Multibeam Satellite Constellations. CoRR (2024)
Juan Jose Garau Luis, Sergi Aliaga, Guillem Casadesus, Nils Pachler de la Osa, Edward F. Crawley, Bruce G. Cameron
Frequency Plan Design for Multibeam Satellite Constellations Using Linear Programming. CoRR (2022)
Juan Jose Garau Luis, Yingjie Miao, John D. Co-Reyes, Aaron Parisi, Jie Tan, Esteban Real, Aleksandra Faust
Multi-objective evolution for Generalizable Policy Gradient Algorithms. CoRR (2022)
Juan Jose Garau Luis, Skylar Eiskowitz, Nils Pachler de la Osa, Edward F. Crawley, Bruce G. Cameron
Towards Autonomous Satellite Communications: An AI-based Framework to Address System-level Challenges. CoRR (2021)
Nathan Sesti, Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron
Integrating LSTMs and GNNs for COVID-19 Forecasting. CoRR (2021)
Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron
Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research. CoRR (2021)
Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron
Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design. CoRR (2020)
Juan Jose Garau Luis
Policy Gradient RL Algorithms as Directed Acyclic Graphs. CoRR (2020)
Juan Jose Garau Luis, Markus Guerster, Iñigo del Portillo, Edward F. Crawley, Bruce G. Cameron
Deep Reinforcement Learning Architecture for Continuous Power Allocation in High Throughput Satellites. CoRR (2019)