Publications

Responsible and human centric AI-based insurance advisors

https://www.sciencedirect.com/science/article/abs/pii/S0306457323000109

Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values

https://www.sciencedirect.com/science/article/abs/pii/S0950705122012850

Gender and sex bias in COVID-19 epidemiological data through the lenses of causality

https://www.sciencedirect.com/science/article/pii/S0306457323000134

Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification

https://www.sciencedirect.com/science/article/abs/pii/S0950705122010401

PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries

https://www.sciencedirect.com/science/article/pii/S0020025522011318

Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges

https://www.sciencedirect.com/science/article/abs/pii/S1566253519308103

State representation learning for control: An overview

https://www.sciencedirect.com/science/article/pii/S0893608018302053

S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning

https://arxiv.org/abs/1809.09369S-RL Toolbox 

Don't forget, there is more than forgetting: new metrics for Continual Learning

https://arxiv.org/abs/1810.13166

State representation learning for control: An overview

https://www.sciencedirect.com/science/article/abs/pii/S0893608018302053

Continual AI

Join the community at: https://www.continualai.org/

DREAM EU H2020 Project 

https://cordis.europa.eu/project/id/640891/es

All publications in Google Scholar: 

https://scholar.google.com/citations?user=aia6ZgYAAAAJ&hl=es