The role of Disentanglement in Generalisation. - Milton Llera Montero; Casimir J. H. Ludwig; Rui Ponte Costa; Gaurav Malhotra; Jeffrey S. Bowers (ICLR, 2021)

Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation. - Milton Llera Montero; Jeffrey S. Bowers; Rui Ponte Costa; Casimir J. H. Ludwig; Gaurav Malhotra (NeurIPS, 2022)

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation. - Milton Llera Montero; Jeffrey S. Bowers; Rui Ponte Costa; Casimir J. H. Ludwig; Gaurav Malhotra (CoRR, 2022)

On the importance of severely testing deep learning models of cognition. - Jeffrey S. Bowers; Gaurav Malhotra; Federico Adolfi; Marin Dujmovic; Milton Llera Montero; Valerio Biscione; Guillermo Puebla; John E. Hummel; Rachel F. Heaton (Cogn. Syst. Res., 2023)

Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity. - Eleni Nisioti; Erwan Plantec; Milton Montero; Joachim Winther Pedersen; Sebastian Risi (GECCO Companion, 2024)

Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents. - Joachim Winther Pedersen; Erwan Plantec; Eleni Nisioti; Milton Montero; Sebastian Risi (GECCO, 2024)

MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. - Valerio Biscione; Dong Yin; Gaurav Malhotra; Marin Dujmovic; Milton Llera Montero; Guillermo Puebla; Federico Adolfi; Rachel F. Heaton; John E. Hummel; Benjamin D. Evans; Karim Habashy; Jeffrey S. Bowers (CoRR, 2024)

Meta-Learning an Evolvable Developmental Encoding. - Milton L. Montero; Erwan Plantec; Eleni Nisioti; Joachim Winther Pedersen; Sebastian Risi (CoRR, 2024)

Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning. - Erwan Plantec; Joachin Winther Pedersen; Milton L. Montero; Eleni Nisioti; Sebastian Risi (CoRR, 2024)

Successes and Limitations of Object-centric Models at Compositional Generalisation. - Milton L. Montero; Jeffrey S. Bowers; Gaurav Malhotra (CoRR, 2024)

When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? - Eleni Nisioti; Erwan Plantec; Milton Montero; Joachim Winther Pedersen; Sebastian Risi (GECCO, 2025)