Evolving Neural Networks in Reinforcement Learning by means of UMDAc. - Mikel Malagon; Josu Ceberio (CoRR, 2019)

Alternative Representations for Codifying Solutions in Permutation-Based Problems. - Mikel Malagon; Ekhine Irurozki; Josu Ceberio (CEC, 2020)

Self-Composing Policies for Scalable Continual Reinforcement Learning. - Mikel Malagon; Josu Ceberio; José Antonio Lozano 001 (ICML, 2024)

Craftium: An Extensible Framework for Creating Reinforcement Learning Environments. - Mikel Malagon; Josu Ceberio; José Antonio Lozano 001 (CoRR, 2024)

A Combinatorial Optimization Framework for Probability-Based Algorithms by Means of Generative Models. - Mikel Malagon; Ekhine Irurozki; Josu Ceberio (ACM Trans. Evol. Learn. Optim., 2024)