Juan A.
Rodríguez-Aguilar
Research Professor
Multiagent Systems
Research areas:
- Ethics & AI
- Recommender Systems
- Team Formation
- Machine Learning
- Multiagent Systems
- Responsible AI
- Combinatorial Optimisation
- Normative Systems
- Social choice
- Optimisation
- Probabilistic Graphical Models
- Argumentation
- Virtual reality
- Automated Auctions
Impact areas:
- Ethics
- Education
- Smart Cities
- Transport / Automotive
- Finance
- Industry
- Cultural Heritage
SDGs:
- GOAL 16: Peace, Justice and Strong Institutions
- GOAL 04: Quality Education
- SDGs: General
- GOAL 11: Sustainable Cities and Communities
- GOAL 09: Industry, Innovation & Infrastructure
In Press
Marc Serramia,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(In Press).
Value-aligned AI: Lessons learnt from value-aligned norm selection.
Digital Society.
[BibTeX]
[PDF]
2022
Tomas Trescak,
Roger Lera-Leri,
Filippo Bistaffa,
& Juan A. Rodríguez-Aguilar
(2022).
Agent-Assisted Life-Long Education and Learning.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
Athina Georgara,
Juan A. Rodríguez-Aguilar,
Carles Sierra,
Ornella Mich,
Raman Kazhamiakin,
Alessio P. Approsio,
& Jean-Christophe Pazzaglia
(2022).
An Anytime Heuristic Algorithm for Allocating Many Teams to Many Tasks.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
Athina Georgara,
Juan A. Rodríguez-Aguilar,
& Carles Sierra
(2022).
Building Contrastive Explanations for Multi-Agent Team Formation.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
Rodríguez Soto,
Marc Serramia,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar<code>
(2022).
Instilling moral value alignment by means of multi-objective reinforcement learning.
Ethics and Information Technology, 24.
https://doi.org/10.1007/s10676-022-09635-0.
[BibTeX]
[PDF]
Roger Lera-Leri,
Filippo Bistaffa,
Marc Serramia,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(2022).
Towards Pluralistic Value Alignment: Aggregating Value Systems through ℓₚ-Regression.
Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems
.
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
2021
Filippo Bistaffa,
Christian Blum,
Jesús Cerquides,
Alessandro Farinelli,
& Juan A. Rodríguez-Aguilar
(2021).
A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers.
IEEE Transactions on Intelligent Transportation Systems, 22, 119-130.
https://doi.org/10.1109/TITS.2019.2954982.
[BibTeX]
[PDF]
Ángeles Manjarrés,
Celia Fernández-Aller,
Maite López-Sánchez,
Juan A. Rodríguez-Aguilar,
& Manuel Sierra Castañer
(2021).
Artificial Intelligence for a Fair, Just, and Equitable World.
IEEE Technology and Society Magazine, 40, 19-24.
https://doi.org/10.1109/MTS.2021.3056292.
[BibTeX]
[PDF]
Manel Rodríguez Soto,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(2021).
Guaranteeing the Learning of Ethical Behaviour through Multi-Objective Reinforcement Learning.
.
Adaptive and Learning Agents Workshop at AAMAS 2021 (ALA 2021).
[BibTeX]
[PDF]
Maite Lopez-Sanchez,
Marc Serramia,
& Juan A Rodríguez-Aguilar
(2021).
Improving on-line debates by aggregating citizen support.
Artificial Intelligence Research and Development.
IOS Press.
[BibTeX]
[PDF]
Manel Rodríguez Soto,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(2021).
Multi-Objective Reinforcement Learning for Designing Ethical Environments.
Proceedings of the 30th International Joint Conference on Artificial Intelligence, (IJCAI-21)
(pp. 545-551).
[BibTeX]
[PDF]
Marc Serramia,
Maite López-Sánchez,
Stefano Moretti,
& Juan A. Rodríguez-Aguilar
(2021).
On the dominant set selection problem and its application to value alignment.
Autonomous Agents and Multi-agent Systems, 35.
[BibTeX]
[PDF]
Francisco Salas-Molina,
Juan A. Rodríguez-Aguilar,
David Pla-Santamaria,
& Ana García-Bernabeu
(2021).
On the formal foundations of cash management systems.
Operational Research, 1081--1095.
[BibTeX]
[PDF]
Ignacio D. Lopez-Miguel,
Borja Fern\'{a}ndez Adiego,
Jean-Charles Tournier,
Enrique Blanco Vi\~{n}uela,
& Juan A. Rodriguez-Aguilar
(2021).
Simplification of Numeric Variables for PLC Model Checking.
Proceedings of the 19th ACM-IEEE International Conference on Formal Methods and Models for System Design
(pp. 10–20).
Association for Computing Machinery.
https://doi.org/10.1145/3487212.3487334.
[BibTeX]
Jesús Cerquides,
Juan A. Rodríguez-Aguilar,
Rémi Emonet,
& Gauthier Picard
(2021).
Solving Highly Cyclic Distributed Optimization Problems Without Busting the Bank: A Decimation-based Approach.
Logic Journal of the IGPL, 29, 72-95.
https://doi.org/10.1093/jigpal/jzaa069.
[BibTeX]
Athina Georgara,
Juan A. Rodríguez-Aguilar,
& Carles Sierra
(2021).
Towards a Competence-Based Approach to Allocate Teams to Tasks.
Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems
(pp. 1504–1506).
International Foundation for Autonomous Agents and Multiagent Systems.
[BibTeX]
[PDF]
2020
Jordi Ganzer,
Natalia Criado,
Maite Lopez-Sanchez,
Simon Parsons,
& Juan A. Rodríguez-Aguilar
(2020).
A model to support collective reasoning: Formalization, analysis and computational assessment.
arXiv preprint arXiv:2007.06850.
[BibTeX]
[PDF]
Marc Serramia,
Maite Lopez-Sanchez,
& Juan A. Rodríguez-Aguilar
(2020).
A Qualitative Approach to Composing Value-Aligned Norm Systems.
Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems
(pp. 1233--1241).
[BibTeX]
[PDF]
Francisco Salas-Molina,
Juan A. Rodríguez-Aguilar,
& David Pla-Santamaria
(2020).
A stochastic goal programming model to derive stable cash management policies.
Journal of Global Optimization, 76, 333--346.
[BibTeX]
[PDF]
Manel Rodríguez Soto,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(2020).
A Structural Solution to Sequential Moral Dilemmas.
Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems
(pp. 1152--1160).
[BibTeX]
[PDF]
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