FRESCO: Federated Reinforcement Energy System for Cooperative Optimization. - Nicolas M. Cuadrado; Roberto Alejandro Gutiérrez Guillén; Martin Takác 001 (Tiny Papers @ ICLR, 2023)

MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids. - Nicolas M. Cuadrado; Roberto A. Gutiérrez 001; Yongli Zhu; Martin Takác 001 (CoRR, 2023)

Generalized Policy Learning for Smart Grids: FL TRPO Approach. - Yunxiang Li; Nicolas Mauricio Cuadrado; Samuel Horváth; Martin Takác 001 (CoRR, 2024)

Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO. - Nicolas Mauricio Cuadrado; Samuel Horváth; Martin Takác 001 (CoRR, 2024)

Knowledge Distillation from Large Language Models for Household Energy Modeling. - Mohannad Takrouri; Nicolas M. Cuadrado; Martin Takác 001 (CoRR, 2025)

Fishing For Cheap And Efficient Pruners At Initialization. - Ivo Gollini Navarrete; Nicolas Mauricio Cuadrado; Jose Renato Restom; Martin Takác 001; Samuel Horváth (CoRR, 2025)