Degree : |
MSc |
Currently at : |
IST / INESC-ID |
Address : |
Av. Prof. Dr. Cavaco Silva, 2744-016 Porto Salvo, Portugal |
Office : |
2N 7.27 |
Telephone : |
Interests
Complex Systems
Multi-Agent Systems
Game Theory
Evolutionary Dynamics of Cooperation, Fairness and Social Norms
Complex Networks
Current Projects
Publications
2022
Cooperation and learning dynamics under risk diversity and financial incentivesRamona Merhej and Fernando P. Santos and Francisco S. Melo and Francisco C. Santos, in Proc. of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), Full paper, IFAAMAS, 2022
2021
Cooperation between independent reinforcement learners under wealth inequalityRamona Merhej and Fernando P. Santos and Francisco S. Melo and Francisco C. Santos, in Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), U. Endriss, A. Nowé, F. Dignum, A. Lomuscio (eds.), May 3-7, 2021, Full Paper, IFAAMAS (2021) [Nominated for the AAMAS best paper award]]., 2021
Dynamics of informal risk-sharing in collective index insurance
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos and Simon A. Levin, Nature Sustainability, pg. https://doi.org/10.1038/s41893-020-00667-2, 2021
Eliciting fairness in multiplayer bargaining through network-based role assignment
Andreia Sofia Teixeira and Francisco C. Santos and Alexandre P. Francisco and Fernando P. Santos, in Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), U. Endriss, A. Nowé, F. Dignum, A. Lomuscio (eds.), May 3-7, 2021, Extended Abstract, IFAAMAS (2021)., 2021
Eliciting fairness in N-player network games through degree-based role assignment
Andreia Sofia Teixeira and Francisco C. Santos and Alexandre P. Francisco and Fernando P. Santos, Complexity, Vol. 2021, No. 6851477, 2021
Evolutionary games in cities and urban planning
Sara Encarnação and Fernando P. Santos and Francisco C. Santos and Margarida Pereira and Jorge M. Pacheco and Juval Portugali, Handbook on Cities and Complexity, pg. 349-369, Vol. 349, Elgar Publishing, 2021
Learning Collective Action under Risk Diversity
Ramona Merhej and Fernando P. Santos and Francisco S. Melo and Francisco C. Santos, Cooperative AI Workshop (CoopAI 2021), NeurIPS 2021 - Conference on Neural Information Processing Systems , 2021, 2021
Social network interventions to prevent reciprocity-driven polarization
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos and Simon A. Levin, in Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), U. Endriss, A. Nowé, F. Dignum, A. Lomuscio (eds.), May 3-7, 2021, Extended Abstract, IFAAMAS (2021)., 2021
The complexity of human cooperation under indirect reciprocity
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, Philosophical Transactions of the Royal Society B, Vol. 376, No. 20200291, Royal Society, 2021
2020
Picky Losers and Carefree Winners Prevail in Collective Risk Dilemmas with Partner SelectionFernando P. Santos and Samuel Mascarenhas and Francisco C. Santos and Filipa Correia and Samuel Gomes and Ana Paiva, Autonomous Agents and Multi-Agent Systems , Vol. 34 , No. 40, 2020
2019
Evolution of collective fairness in hybrid populations of humans and agentsFernando P. Santos and Jorge M Pacheco and Ana Paiva and Francisco C. Santos, in AAAI 2019, 33rd AAAI Conference on Artificial Intelligence, Feb, 2019., 2019
For a fair world, which nodes should have the last word in multiplayer ultimatum bargaining?
Andreia Sofia Teixeira and Francisco C. Santos and Alexandre P Francisco and Fernando P. Santos, in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., 2019
For The Record-A Public Goods Game For Exploring Human-Robot Collaboration
Filipa Correia and Samuel Mascarenhas and Samuel Gomes and Silvia Tulli and Fernando P. Santos and Francisco C. Santos and Rui Prada and Francisco S. Melo and Ana Paiva, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pg. 2351--2353, 2019
Outcome-based Partner Selection in Collective Risk Dilemmas
Fernando P. Santos and Samuel Mascarenhas and Francisco C. Santos and Filipa Correia and Samuel Gomes and Ana Paiva, Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pg. 1556--1564, 2019
Reward and punishment in climate change dilemmas
António Góis and Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, Scientific Reports, Nature Publishing Group, 2019
Walk the Talk! Exploring (Mis) Alignment of Words and Deeds by Robotic Teammates in a Public Goods Game
Filipa Correia and Shruti Chandra and Samuel Mascarenhas and Julien Charles-Nicolas and Justin Gally and Diana Lopes and Fernando P. Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva, 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), pg. 1--7, 2019
2018
Indirect Reciprocity and Costly Reputation Building in Multiagent Systems Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, In AAAI Conference on Artificial Intelligence (Student Track), pg. 8149-8150, AAAI Press, 2018
Engineering Pro-Sociality with Autonomous Agents
Ana Paiva and Fernando P. Santos and Francisco C. Santos, In AAAI Conference on Artificial Intelligence, pg. 7994-7999, AAAI Press, 2018
Human Cooperation and the Complexity of Moral Codes
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, Artificial Life Conference Proceedings, pg. 614–615, MIT press, 2018
Local Wealth Redistribution Promotes Cooperation in Multiagent Systems
Flávio L. Pinheiro and Fernando P. Santos, Proc. of the 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), pg. 786-794, IFAAMAS, 2018
Multiplayer Ultimatum Games and Collective Fairness in Networked Communities
Fernando P. Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Artificial Life Conference Proceedings, pg. 286–287, MIT Press, 2018
Paths to the Adoption of Electric Vehicles: An Evolutionary Game Theoretical Approach
Sara Encarnação and Fernando P. Santos and Francisco C. Santos and Jorge M. Pacheco and Juval Portugali and Vered Blass, Transportation Research Part B: Methodological, pg. 24-33, 2018
Social norm complexity and past reputations in the evolution of cooperation
Fernando P. Santos and Francisco C. Santos and Jorge M. Pacheco, Nature, Vol. 555, pg. 242-245, 2018
Social Norms of Cooperation With Costly Reputation Building
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, In AAAI Conference on Artificial Intelligence, pg. 4727-4734, AAAI Press, 2018
2017
Indirect reciprocity in populations of explorative agentsFernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, Workshop Adaptive Learning Agents (ALA'17) at AAMAS 2017, 2017
Multiplayer ultimatum game on complex networks: the role of structural power
Fernando P. Santos and Francisco C. Santos and Ana Paiva and Jorge M. Pacheco, 6th International Conference on Complex Networks & Their Applications, pg. 21-23, December, 2017, 2017
Social Norms of Cooperation in Multiagent Systems (Doctoral Consortium)
Fernando P. Santos, Proc. of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), pg. 1859-1860, IFAAMAS, 2017
Stochastic dynamics through hierarchically embedded Markov chains
Vítor V. Vasconcelos and Fernando P. Santos and Francisco C. Santos and Jorge M. Pacheco, Physical Review Letters, Vol. 118, No. 058301, 2017
Structural power and the evolution of collective fairness in social networks
Fernando P. Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, PLoS One, Vol. 12, No. 4, pg. e0175687, April, 2017
The Role of Execution Errors in Populations of Ultimatum Bargaining Agents
Fernando P. Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Conflict Resolution in Decision Making: Second International Workshop, COREDEMA 2016, The Hague, The Netherlands, August 29-30, 2016, Revised Selected Papers, pg. 36-50, Springer International Publishing, Cham, 2017
2016
An evolutionary game theoretic approach to multi-sector coordination and self-organizationFernando P. Santos and Sara Encarnação and Francisco C. Santos and Juval Portugali and Jorge M. Pacheco, Entropy, Vol. 18, No. 2, pg. 152, 2016
Dynamics of Fairness in Groups of Autonomous Learning Agents
Fernando P. Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva and Jorge M. Pacheco, Autonomous Agents and Multiagent Systems, AAMAS 2016 Workshops Best Papers, pg. 107-126, Vol. 10002, Springer International Publishing, 2016
Cooperation and Reputation in Primitive Societies
Fernando P. Santos and Francisco C. Santos and Jorge M. Pacheco, in: Tom Froese (eds) Artificial Life XV: Proceedings of The Fifteenth International Conference on the Synthesis and Simulation of Living Systems., pg. 470-471, MIT press, July, 2016
Evolution of cooperation under indirect reciprocity and arbitrary exploration rates
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, Scientific Reports, Vol. 6, No. 37517, Nature Pub. Group, 2016
Evolution of Fairness in Multiplayer Ultimatum Games
Fernando P. Santos and Francisco C. Santos and Ana Paiva and Jorge M. Pacheco, Multidisciplinary Applications of Evolutionary Game Theory, Satellite Workshop at ALife XV (July 4, 2016), 2016
Execution Errors Enable the Evolution of Fairness in the Ultimatum Game
Fernando P. Santos and Francisco C. Santos and Ana Paiva and Jorge M. Pacheco, Proceedings of the 22st European Conference on Artificial Intelligence (ECAI2016), pg. 1592-1593, IOS Press, 2016
Learning to be Fair in Multiplayer Ultimatum Games (Extended Abstract)
Fernando P. Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva and Jorge M. Pacheco, Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems , pg. 1381-1382 , IFAAMAS, 2016
Multiplayer ultimatum game in populations of autonomous agents
Fernando P. Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva and Jorge M. Pacheco, Proceedings of Adaptive and Learning Agents Workshop (ALA 2016), part of 2016 Int. Conf. Autonomous Agents and Multiagent Systems (AAMAS 2016), (Best paper award), 2016
Paradigm shifts and the interplay between state, business and civil sectors
Sara Encarnação and Fernando P. Santos and Francisco C. Santos and Vered Blass and Jorge M. Pacheco and Juval Portugali, Royal Society Open Science, Vol. 3, No. 160753, The Royal Society, 2016
Social norms of cooperation in small-scale societies
Fernando P. Santos and Francisco C. Santos and Jorge M. Pacheco, PLoS Computational Biology, Vol. 2, No. 1, pg. e1004709, 2016
2015
Evolutionary Dynamics of Group FairnessFernando P. Santos and Francisco C. Santos and Ana Paiva and Jorge M. Pacheco, Journal of Theoretical Biology, Vol. 378, pg. 96–102, 2015
Evolutionary perks of being irrational
Fernando P. Santos and Francisco C. Santos and Ana Paiva, Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, pg. 1847-1848, IFAAMAS, 2015