Filippo
Bistaffa
Contract Researcher
Multiagent Systems
Research areas:
- Combinatorial Optimisation
- Multiagent Systems
- Optimisation
- Recommender Systems
- Automated Negotiation
- Multi-Objective Optimization
- Ethics & AI
Impact areas:
- Smart Cities
- Transport / Automotive
- Education
- Industry
- Ethics
SDGs:
- GOAL 11: Sustainable Cities and Communities
- GOAL 04: Quality Education
- GOAL 09: Industry, Innovation & Infrastructure
- GOAL 13: Climate Action
- GOAL 16: Peace, Justice and Strong Institutions
In Press
Filippo Bistaffa,
Georgios Chalkiadakis,
& Alessandro Farinelli
(In Press).
Efficient Coalition Structure Generation via Approximately Equivalent Induced Subgraph Games.
IEEE Transactions on Cybernetics.
https://doi.org/10.1109/TCYB.2020.3040622.
[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]
Dave de Jonge,
Filippo Bistaffa,
& Jordi Levy
(2022).
Multi-Objective Vehicle Routing with Automated Negotiation.
Applied Intelligence.
https://doi.org/10.1007/s10489-022-03329-2.
[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]
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]
Ewa Andrejczuk,
Filippo Bistaffa,
Christian Blum,
Juan A. Rodríguez-Aguilar,
& Carles Sierra
(2018).
Solving the Synergistic Team Formation Problem.
Proceedings of the 17th Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2018)
(pp. 1853-1855).
IFAAMAS.
[BibTeX]
2017
Filippo Bistaffa,
Alessandro Farinelli,
Georgios Chalkiadakis,
& Sarvapali D. Ramchurn
(2017).
A Cooperative Game-Theoretic Approach to the Social Ridesharing Problem.
Artificial Intelligence, 246, 86-117.
https://doi.org/10.1016/j.artint.2017.02.004.
[BibTeX]
Filippo Bistaffa,
Alessandro Farinelli,
Juan A. Rodríguez-Aguilar,
Jesús Cerquides,
& Sarvapali D. Ramchurn
(2017).
Algorithms for Graph-Constrained Coalition Formation in the Real World.
ACM Transactions on Intelligent Systems, 8, 1-24.
https://doi.org/10.1145/3040967.
[BibTeX]
2014
Filippo Bistaffa,
Alessandro Farinelli,
Jesús Cerquides,
Juan A. Rodríguez-Aguilar,
& Sarvapali D. Ramchurn
(2014).
Anytime Coalition Structure Generation on Scale-Free and Community Networks.
International Joint Workshop on Optimisation in Multi-Agent Systems and Distributed Constraint Reasoning (OptMAS-DCR)
.
[BibTeX]
[PDF]
Filippo Bistaffa,
Alessandro Farinelli,
Jesús Cerquides,
Juan A. Rodríguez-Aguilar,
& Sarvapali D. Ramchurn
(2014).
Anytime coalition structure generation on synergy graphs.
AAMAS '14: Proceedings of the 13th international conference on autonomous agents and multi Agent Systems
(pp. 13-20).
https://doi.org/http://aamas2014.lip6.fr/proceedings/aamas/p13.pdf.
[BibTeX]
[PDF]