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Filippo
Filippo
 
Bistaffa
Bistaffa

Tenured Scientist
Tenured Scientist


Filippo
Filippo
 
Bistaffa
Bistaffa
Tenured Scientist
Tenured Scientist

Multiagent Systems
Multiagent Systems
(+34) 93 580 9570 ext.
431849
431849
filippo.bistaffa@iiia.csic.es
filippo.bistaffa@iiia.csic.es
Research areas:
  • Combinatorial Optimisation
  • Ethics & AI
  • Machine Learning
  • Multiagent Systems
  • Optimisation
  • Collective decision making
  • Team Formation
  • Responsible AI
  • Probabilistic Graphical Models
  • Agent-Based Simulation
  • Causal Inference
  • Recommender Systems
  • Automated Negotiation
  • Multi-Objective Optimization
  • Combinatorial Optimisation
  • Ethics & AI
  • Machine Learning
  • Multiagent Systems
  • Optimisation
  • Collective decision making
  • Team Formation
  • Responsible AI
  • Probabilistic Graphical Models
  • Agent-Based Simulation
  • Causal Inference
  • Recommender Systems
  • Automated Negotiation
  • Multi-Objective Optimization
Impact areas:
  • Ethics
  • Smart Cities
  • Education
  • Transport / Automotive
  • Industry
  • Ethics
  • Smart Cities
  • Education
  • Transport / Automotive
  • Industry
SDGs:
  • GOAL 11: Sustainable Cities and Communities
  • GOAL 16: Peace, Justice and Strong Institutions
  • GOAL 04: Quality Education
  • GOAL 09: Industry, Innovation & Infrastructure
  • GOAL 13: Climate Action
  • GOAL 11: Sustainable Cities and Communities
  • GOAL 16: Peace, Justice and Strong Institutions
  • GOAL 04: Quality Education
  • GOAL 09: Industry, Innovation & Infrastructure
  • GOAL 13: Climate Action
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]
Adrià Fenoy,  Filippo Bistaffa,  & Alessandro Farinelli (2024). An attention model for the formation of collectives in real-world domains. Artificial Intelligence, 328, 104064. https://doi.org/10.1016/j.artint.2023.104064. [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]
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]
Filippo Bistaffa (2023). Faster Exact MPE and Constrained Optimization with Deterministic Finite State Automata. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI}2023, 19th-25th August 2023, Macao, SAR, China (pp. 1884--1892). ijcai.org. https://doi.org/10.24963/IJCAI.2023/209. [BibTeX]
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 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]
Filippo Bistaffa,  Georgios Chalkiadakis,  & Alessandro Farinelli (2022). Efficient Coalition Structure Generation via Approximately Equivalent Induced Subgraph Games. IEEE Transactions on Cybernetics, 52, 5548-5558. https://doi.org/10.1109/TCYB.2020.3040622. [BibTeX]  [PDF]
Dave de Jonge,  Filippo Bistaffa,  & Jordi Levy (2022). Multi-Objective Vehicle Routing with Automated Negotiation. Applied Intelligence, 52, 16916-16939. https://doi.org/10.1007/s10489-022-03329-2. [BibTeX]  [PDF]
Roger Xavier 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]
Filippo Bistaffa (2021). A Concise Function Representation for Faster Exact {MPE}and Constrained Optimisation in Graphical Models. CoRR, abs/2108.03899. https://doi.org/https://arxiv.org/abs/2108.03899. [BibTeX]  [PDF]
Dave de Jonge,  Filippo Bistaffa,  & Jordi Levy (2021). A Heuristic Algorithm for Multi-Agent Vehicle Routing with Automated Negotiation. Frank Dignum, Alessio Lomuscio, Ulle Endriss, & Ann Now{\\'{e}} (Eds.), {AAMAS}'21: 20th International Conference on Autonomous Agents and Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021 (pp. 404--412). {ACM}. https://doi.org/https://dl.acm.org/doi/10.5555/3463952.3464004. [BibTeX]  [PDF]
2020
Filippo Bistaffa,  Juan A. Rodríguez-Aguilar,  & Jesús Cerquides (2020). Predicting Requests in Large-Scale Online P2P Ridesharing. arXiv preprint arXiv:2009.02997. [BibTeX]  [PDF]
2019
Ewa Andrejczuk,  Filippo Bistaffa,  Christian Blum,  Juan A. Rodríguez-Aguilar,  & Carles Sierra (2019). Synergistic team composition: A computational approach to foster diversity in teams. Knowledge-Based Systems, 182. https://doi.org/10.1016/j.knosys.2019.06.007. [BibTeX]
2018
Filippo Bistaffa,  & Alessandro Farinelli (2018). A COP Model For Graph-Constrained Coalition Formation. Journal of Artificial Intelligence Research, 62, 133-153. https://doi.org/10.1613/jair.1.11205. [BibTeX]
Filippo Bistaffa,  & Alessandro Farinelli (2018). A COP Model for Graph-Constrained Coalition Formation (Extended Abstract). International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2018) (pp. 5553-5557). AAAI Press. https://doi.org/10.24963/ijcai.2018/783. [BibTeX]  [PDF]
Filippo Bistaffa,  Juan A. Rodríguez-Aguilar,  Jesús Cerquides,  & Christian Blum (2018). A Simulation Tool for Large-Scale Online Ridesharing (Demonstration). International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018) (pp. 1797-1799). IFAAMAS. https://doi.org/https://dl.acm.org/citation.cfm?id=3237981. [BibTeX]
Ewa Andrejczuk,  Filippo Bistaffa,  Christian Blum,  Juan A. Rodríguez-Aguilar,  & Carles Sierra (2018). Heterogeneous Teams for Homogeneous Performance. Proceedings of the 21st International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2018) (pp. 89-105). Springer LNCS. https://doi.org/10.1007/978-3-030-03098-8_6. [BibTeX]