Manel
Rodríguez Soto
Research Fellow
Multiagent Systems
Research areas:
- Agent-Based Simulation
- Machine Learning
- Multi-Objective Optimization
- Argumentation
- Bioinformatics
- Ethics & AI
- Foundations of Databases
- Multiagent Systems
- Responsible AI
- Causal Inference
- Autonomous Robots
- Normative Systems
Impact areas:
- Creativity
- Ethics
- Healthcare
SDGs:
- SDGs: General
- GOAL 03: Good Health and Well-being
- GOAL 16: Peace, Justice and Strong Institutions
- GOAL 11: Sustainable Cities and Communities
- GOAL 09: Industry, Innovation & Infrastructure
2024
Manel Rodríguez Soto,
Juan A. Rodríguez-Aguilar,
& Maite López-Sánchez
(2024).
An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning.
The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
.
[BibTeX]
[PDF]
Manel Rodríguez Soto,
Nardine Osman,
Carles Sierra,
Paula Sánchez Veja,
Rocío Cintas García,
Cristina Farriols Danes,
Montserrat García Retortillo,
& Sílvia Mínguez Maso
(2024).
Towards value awareness in the medical field.
(pp. 8).
Special Session on AI with Awareness Inside of the 16th International Conference on Agents and Artificial Intelligence (ICAART 2024).
[BibTeX]
[PDF]
Manel Rodríguez Soto,
Nardine Osman,
Carles Sierra,
Nieves Montes,
Jordi Martínez Roldán,
Rocío Cintas García,
Cristina Farriols Danes,
Montserrat García Retortillo,
& Sílvia Mínguez Maso
(2024).
User Study Design for Identifying the Semantics of Bioethical Principles.
(pp. 16).
Second International Workshop on Value Engineering in Artificial Intelligence (VALE2024) at the European Conference on Artificial Intelligence (ECAI), Santiago de Compostela).
[BibTeX]
[PDF]
2023
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]
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]
2022
Eric Roselló-Marín,
Maite López-Sánchez,
Inmaculada Rodríguez Santiago,
Manel Rodríguez Soto,
& Juan A. Rodríguez-Aguilar
(2022).
An Ethical Conversational Agent to Respectfully Conduct In-Game Surveys.
Artificial Intelligence Research and Development (pp 335--344).
IOS Press.
[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]
2021
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]
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]
2020
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]
2018
Marc Serramia,
Maite López-Sánchez,
Juan A. Rodríguez-Aguilar,
Manel Rodríguez Soto,
Michael Wooldridge,
Javier Morales,
& Carlos Ansótegui
(2018).
Moral Values in Norm Decision Making.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018)
.
IFAAMAS.
[BibTeX]