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Juan A.
Juan A.
 
Rodríguez-Aguilar
Rodríguez-Aguilar

Research Professor
Research Professor


Juan A.
Juan A.
 
Rodríguez-Aguilar
Rodríguez-Aguilar
Research Professor
Research Professor

Multiagent Systems
Multiagent Systems
(+34) 93 580 9570 ext.
431861
431861
jar@iiia.csic.es
jar@iiia.csic.es
Research areas:
  • Combinatorial Optimisation
  • Ethics & AI
  • Machine Learning
  • Multiagent Systems
  • Optimisation
  • Multi-Objective Optimization
  • Collective decision making
  • Argumentation
  • Social choice
  • Responsible AI
  • Agent-Based Simulation
  • Causal Inference
  • Natural Language Processing
  • Team Formation
  • Recommender Systems
  • Normative Systems
  • Probabilistic Graphical Models
  • Virtual reality
  • Automated Auctions
  • Combinatorial Optimisation
  • Ethics & AI
  • Machine Learning
  • Multiagent Systems
  • Optimisation
  • Multi-Objective Optimization
  • Collective decision making
  • Argumentation
  • Social choice
  • Responsible AI
  • Agent-Based Simulation
  • Causal Inference
  • Natural Language Processing
  • Team Formation
  • Recommender Systems
  • Normative Systems
  • Probabilistic Graphical Models
  • Virtual reality
  • Automated Auctions
Impact areas:
  • Ethics
  • Smart Cities
  • Finance
  • Education
  • Industry
  • Transport / Automotive
  • Cultural Heritage
  • Ethics
  • Smart Cities
  • Finance
  • Education
  • Industry
  • Transport / Automotive
  • Cultural Heritage
SDGs:
  • GOAL 11: Sustainable Cities and Communities
  • GOAL 16: Peace, Justice and Strong Institutions
  • GOAL 09: Industry, Innovation & Infrastructure
  • SDGs: General
  • GOAL 04: Quality Education
  • GOAL 11: Sustainable Cities and Communities
  • GOAL 16: Peace, Justice and Strong Institutions
  • GOAL 09: Industry, Innovation & Infrastructure
  • SDGs: General
  • GOAL 04: Quality Education
2024
Roger Xavier Lera Leri,  Enrico Liscio,  Filippo Bistaffa,  Catholijn M. Jonker,  Maite Lopez-Sanchez,  Pradeep K. Murukannaiah,  Juan A. Rodríguez-Aguilar,  & Francisco Salas-Molina (2024). Aggregating value systems for decision support. Knowledge-Based Systems, 287, 111453. https://doi.org/10.1016/j.knosys.2024.111453. [BibTeX]  [PDF]
M Serramia Amoros,  M Lopez-Sanchez,  Juan A. Rodríguez-Aguilar,  & S Moretti (2024). Value alignment in participatory budgeting. Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems . [BibTeX]  [PDF]
2023
Francisco Salas-Molina,  Filippo Bistaffa,  & Juan A. Rodríguez-Aguilar (2023). A general approach for computing a consensus in group decision making that integrates multiple ethical principles. Socio-Economic Planning Sciences, 89, 101694. https://doi.org/10.1016/j.seps.2023.101694. [BibTeX]  [PDF]
Jordi Ganzer-Ripoll,  Natalia Criado,  Maite Lopez-Sanchez,  Simon Parsons,  & Juan A. Rodríguez-Aguilar (2023). A model to support collective reasoning: Formalization, analysis and computational assessment. Journal of Artificial Intelligence Research. [BibTeX]  [PDF]
Francisco Salas-Molina,  Juan A. Rodríguez-Aguilar,  & Montserrat Guillén (2023). A multidimensional review of the cash management problem. Financial Innovation, 9. [BibTeX]  [PDF]
Francisco Salas-Molina,  David Pla-Santamaria,  & Juan A. Rodríguez-Aguilar (2023). An analytic derivation of the efficient frontier in biobjective cash management and its implications for policies. Annals of Operations Research. [BibTeX]  [PDF]
Marc Serramia,  Maite López-Sánchez,  Stefano Moretti,  & Juan A. Rodríguez-Aguilar (2023). Building rankings encompassing multiple criteria to support qualitative decision-making. Information Sciences, 631, 288-304. [BibTeX]  [PDF]
Marc Serramia,  Manel Rodriguez-Soto,  Maite Lopez-Sanchez,  Juan A. Rodríguez-Aguilar,  Filippo Bistaffa,  Paula Boddington,  Michael Wooldridge,  & Carlos Ansotegui (2023). Encoding Ethics to Compute Value-Aligned Norms. Minds and Machines, 1--30. [BibTeX]  [PDF]
Celeste Veronese,  Daniele Meli,  Filippo Bistaffa,  Manel Rodríguez Soto,  Alessandro Farinelli,  & Juan A. Rodríguez-Aguilar (2023). Inductive Logic Programming For Transparent Alignment With Multiple Moral Values. . 2nd International Workshop on Emerging Ethical Aspects of AI (BEWARE-23). [BibTeX]  [PDF]
Enrico Liscio,  Roger Lera-Leri,  Filippo Bistaffa,  Roel I. J. Dobbe,  Catholijn M. Jonker,  Maite López-Sánchez,  Juan A. Rodríguez-Aguilar,  & Pradeep K. Murukannaiah (2023). Inferring Values via Hybrid Intelligence. Proceedings of the 2nd International Conference on Hybrid Human Artificial Intelligence (HHAI) (pp. In press). [BibTeX]  [PDF]
Manel Rodríguez Soto,  Maite López-Sánchez,  & Juan A. Rodríguez-Aguilar (2023). Multi-objective reinforcement learning for designing ethical multi-agent environments. Neural Computing and Applications. https://doi.org/10.1007/s00521-023-08898-y. [BibTeX]  [PDF]
Manel Rodríguez Soto,  Roxana Radulescu,  Juan A. Rodríguez-Aguilar,  Maite López-Sánchez,  & Ann Nowé (2023). Multi-objective reinforcement learning for guaranteeing alignment with multiple values. Adaptive and Learning Agents Workshop (AAMAS 2023) . [BibTeX]  [PDF]
Athina Georgara,  Raman Kazhamiakin,  Ornella Mich,  Alessio Palmero Approsio,  Jean-Christoph Pazzaglia,  Juan A. Rodríguez-Aguilar,  & Carles Sierra (2023). The AI4Citizen pilot: Pipelining AI-based technologies to support school-work alternation programmes. Applied Intelligence. https://doi.org/10.1007/s10489-023-04758-3. [BibTeX]  [PDF]
Enrico Liscio,  Roger Xavier Lera Leri,  Filippo Bistaffa,  Roel I. J. Dobbe,  Catholijn M. Jonker,  Maite López-Sánchez,  Juan A. Rodríguez-Aguilar,  & Pradeep K. Murukannaiah (2023). Value Inference in Sociotechnical Systems. Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS) (pp. 1774-1780). [BibTeX]  [PDF]
2022
Tomas Trescak,  Roger Xavier 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 (2022). Allocating teams to tasks: an anytime heuristic competence-based approach. Dorothea Baumeister, & Jörg Rothe (Eds.), Multi-Agent Systems - 19th European Conference, {EUMAS}2022, Düsseldorf, Germany, September 14-16, 2022, Revised Selected Papers . Springer International Publishing. [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]
Manel Rodríguez Soto,  Juan A. Rodríguez-Aguilar,  & Maite López-Sánchez (2022). Building Multi-Agent Environments with Theoretical Guarantees on the Learning of Ethical Policies. . Adaptive and Learning Agents Workshop at AAMAS 2022 (ALA 2022). [BibTeX]  [PDF]
Manel Rodríguez Soto,  Marc Serramia,  Maite López-Sánchez,  & Juan A. Rodríguez-Aguilar (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]