Juan A.
Rodríguez-Aguilar
Research Professor
Multiagent Systems
Research areas:
- Ethics & AI
- Combinatorial Optimisation
- Multiagent Systems
- Responsible AI
- Machine Learning
- Normative Systems
- Social choice
- Optimisation
- Probabilistic Graphical Models
- Team Formation
- Argumentation
- Virtual reality
- Automated Auctions
Impact areas:
- Ethics
- Smart Cities
- Transport / Automotive
- Finance
- Industry
- Education
- Cultural Heritage
SDGs:
- GOAL 16: Peace, Justice and Strong Institutions
- GOAL 11: Sustainable Cities and Communities
- SDGs: General
- GOAL 09: Industry, Innovation & Infrastructure
- GOAL 04: Quality Education
In Press
Marc Serramia,
Maite López-Sánchez,
& Juan A. Rodríguez-Aguilar
(In Press).
Value-aligned AI: Lessons learnt from value-aligned norm selection.
Philosophy and Technology.
[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. in-press).
[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]
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]
Anna Puig,
Inmaculada Rodríguez,
Josep Ll Arcos,
Juan A. Rodríguez-Aguilar,
Sergi Cebrián,
Anton Bogdanovych,
Núria Morera,
Antoni Palomo,
& Raquel Piqué
(2020).
Lessons learned from supplementing archaeological museum exhibitions with virtual reality.
Virtual Reality, 24, 343--358.
[BibTeX]
[PDF]
Filippo Bistaffa,
Juan A. Rodríguez-Aguilar,
& Jesús Cerquides
(2020).
Predicting Requests in Large-Scale Online P2P Ridesharing.
arXiv preprint arXiv:2009.02997.
[BibTeX]
[PDF]
Athina Georgara,
Carles Sierra,
& Juan A. Rodríguez-Aguilar
(2020).
TAIP: an anytime algorithm for allocating student teams to internship programs.
arXiv preprint arXiv:2005.09331.
[BibTeX]
[PDF]
2019
Francisco Salas-Molina,
Juan A. Rodríguez-Aguilar,
& David Pla-Santamaria
(2019).
Characterizing compromise solutions for investors with uncertain risk preferences.
Operational Research, 19, 661--677.
[BibTeX]
[PDF]
Marc Serramia,
Jordi Ganzer-Ripoll,
Maite López-Sánchez,
Juan A. Rodríguez-Aguilar,
Natalia Criado,
Simon Parsons,
Patricio Escobar,
& Marc Fernández
(2019).
Citizen Support Aggregation Methods for Participatory Platforms..
CCIA
(pp. 9--18).
[BibTeX]
Jordi Ganzer-Ripoll,
Natalia Criado,
Maite Lopez-Sanchez,
Simon Parsons,
& Juan A. Rodríguez-Aguilar
(2019).
Combining social choice theory and argumentation: Enabling collective decision making.
Group Decision and Negotiation, 28, 127--173.
[BibTeX]
[PDF]
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