| Degree : |
PhD |
| Institution : |
Instituto Superior Técnico |
| Address : |
Av. Prof. Dr. Cavaco Silva, 2744-016 Porto Salvo, Portugal |
| Office : |
2-N 9.17 |
| Telephone : |
210407091 |
Interests
I am Associate Professor at the Department of Computer Science and Engineering of Instituto Superior Técnico (IST), University of Lisbon (UL, Portugal). I am a senior researcher at GAIPS/INESC-ID and co-head of the ATP-group.
My primary research interest is the development of scientific computing and modelling tools to understand collective dynamics in social and life sciences. I have been working on problems related to the evolution of cooperation, social norms, network science, and environmental governance, among others.
Previously, I was FRS-FNRS Chargé de Recherches at Machine Learning Group of Université Libre de Bruxelles, Investigador Auxiliar at CENTRIA/Universidade Nova de Lisboa, and a Marie Curie PhD Fellow at IRIDIA-CoDE//Université Libre de Bruxelles.
Please find below a list of published articles after 2012. For further information and pdf files of these and other articles, please check my webpage or my google scholar profile.
Current Projects
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SToCA
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Publications
2018
Multiplayer Ultimatum Games and Collective Fairness in Networked Communities
Fernando P. Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, in ALife 2018, MIT Press, 2018
Indirect Reciprocity and Costly Reputation Building in Multiagent Systems
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, in Proc. of AAAI 2018 (student track), 2018
Large-Scale Simulations of Bacterial Populations over Complex Networks
Andreia Sofia Teixeira and Pedro T. Monteiro and João A. Carriço and Francisco C. Santos and Alexandre P. Francisco, Journal of Computational Biology, in press, 2018
Engineering Pro-Sociality with Autonomous Agents
Ana Paiva and Fernando P. Santos and Francisco C. Santos, Proc of AAAI 2018, AAAI, 2018
Fostering cooperation in structured populations through local and global interference strategies
The Anh Han and Long Tran-Thanh and Simon Lynch and Francisco C. Santos, Proc. of IJCAI 2018, 2018
Human Cooperation and the Complexity of Moral Codes
Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos, in Alife 2018, 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 Proc. of AAAI 2018, 2018
2017
Emergence of social balance in signed networksAndreia Sofia Teixeira and Francisco C. Santos and Alexandre P. Francisco, In: Gonçalves B., Menezes R., Sinatra R., Zlatic V. (eds) Complex Networks VIII. CompleNet 2017. , Springer Proceedings in Complexity, Springer, 2017
Indirect reciprocity in populations of explorative agents
Fernando 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
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
Disease spreading in time-evolving networked communities
Jorge M. Pacheco and Sven Van Segbroeck and Francisco C. Santos, Temporal Network Epidemiology, N. Masuda and P. Holme (eds), Chap. (in press), Springer Nature, 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
Using Spark and MapReduce to Parallelize Large Scale Simulations Over Host Contact Networks
Andreia Sofia Teixeira and Pedro T. Monteiro and João A. Carriço and Francisco C. Santos and Alexandre P. Francisco, PBio 2017, 5th International Workshop on Parallelism in Bioinformatics , August, 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
Evolutionary dynamics of collective index insurance
Jorge M. Pacheco and Francisco C. Santos and Simon A. Levin, Journal of Mathematical Biology, Vol. 72, No. 4, pg. 997-1010, 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
Linking individual and collective behavior in adaptive social networks
Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, Physical Review Letters, Vol. 116, No. 128702, 2016
Modeling the socio-ecological dynamics of the first global age (1400-1800)
Amelia Polonia and Jorge M. Pacheco and Francisco C. Santos, in Proc. of the International Conference Old and New Worlds: the Global Challenges of Rural History, XV Congreso de Historia Agraria de la SEHA, Lisbon, Portugal , 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
Spanning Edge Betweenness in Practice
Andreia Sofia Teixeira and Francisco C. Santos and Alexandre P. Francisco, in Complex Networks VII, Proc. of the 7th Workshop on Complex Networks (CompleNet 2016), pg. 3-10, Springer, 2016
2015
Co-evolutionary Dynamics of Collective Action with Signaling for a QuorumJorge M. Pacheco and Vítor V. Vasconcelos and Francisco C. Santos and Brian Skyrms, PLoS Computational Biology, Vol. 11, No. 2, pg. e1004101, 2015
Cooperation Dynamics of Polycentric Climate Governance
Vítor V. Vasconcelos and Francisco C. Santos and Jorge M. Pacheco, Mathematical Models and Methods in Applied Sciences, Vol. 25, No. 13, pg. 2503-2517, World Scientific, December, 2015
Emergence of Cooperation via Intention Recognition, Commitment, and Apology – A Research Summary
The Anh Han and Luís Moniz Pereira and Francisco C. Santos and Tom Lenaerts, Ai Communications, Vol. 29, No. 1, 2015
Evolutionary Dynamics of Group Fairness
Fernando 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
Synergy between intention recognition and commitments in cooperation dilemmas
The A. Han and Francisco C. Santos and Tom Lenaerts and Luís Moniz Pereira, Scientific Reports, Vol. 5, No. 9312, 2015
The Universality of Peer-Influence in Social Networks (extended abstract)
Flávio L. Pinheiro and Francisco C. Santos and Marta D. Santos and Jorge M. Pacheco, Proceedings of the European Conference on Artificial Life (ECAL 2015), Andrews, et al. (eds), pg. 149, MIT press, August, 2015
2014
Complex Systems of Mindful Entities: on Intention Recognition and CommitmentLuís Moniz Pereira and Han The Anh and Francisco C. Santos, book chapter in Model-Based Reasoning in Science and Technology, Series in Studies in Applied Philosophy, Epistemology and Rational Ethics (SAPERE), Springer, 2014., pg. 499-525, Vol. 8, Springer, 2014
Climate Change Governance, Cooperation and Self-organization
Jorge M. Pacheco and Vítor V. Vasconcelos and Francisco C. Santos, Phys Life Rev., Vol. 11, pg. 573-586, 2014
Climate Governance as a Complex Adaptive System [reply to comments]
Jorge M. Pacheco and Vítor V. Vasconcelos and Francisco C. Santos, Physics of Life Reviews, Vol. 11, pg. 595-597, 2014
Climate Policies Under Wealth Inequality
Vítor V. Vasconcelos and Francisco C. Santos and Jorge M. Pacheco and Simon A. Levin, Proc. Natl. Acad. Sci. USA, Vol. 111, No. 6, pg. 2212-2216., 2014
Evolution of all-or-none strategies in repeated public goods dilemmas
Flávio L. Pinheiro and Vítor V. Vasconcelos and Francisco C. Santos and Jorge M. Pacheco, PLoS Computational Biology, Vol. 10, No. 11, pg. e1003945., 2014
Evolution of Fairness and Conditional Cooperation in Public Goods Dilemmas
Sven Van Segbroeck and Jorge M. Pacheco and Tom Lenaerts and Francisco C. Santos, Proceedings of the European Conference on Complex Systems (ECCS'12), Gilbert, Thomas; Kirkilionis, Markus; Nicolis, Gregoire (Eds.), Springer's Proceedings in Complexity, XVII, pp. 827-830, 2014, Springer, 2014
Evolution of Pairwise Commitment and Cooperation
The Anh Han and Luís Moniz Pereira and Francisco C. Santos and Tom Lenaerts, Proceedings of the European Conference on Complex Systems 2014 (ECCS'14) , 2014
Learning to Recognize Intentions Resolves Cooperation Dilemmas (extended abstract)
The Anh Han and Luis Moniz Pereira and Tom Lenaerts and Francisco C. Santos, 23rd annual Belgian-Dutch Conference on Machine Learning (BENELEARN 2014), June 6, Brussels, Belgium (extended abstract)., 2014
Origin of peer influence in social networks
Flávio L. Pinheiro and Marta D. Santos and Francisco C. Santos and Jorge M. Pacheco, Physical Review Letters, Vol. 112, No. 098702, 2014
The Ecology of Cancer from an Evolutionary Game Theory Perspective
Jorge M. Pacheco and Francisco C. Santos and David Dingli, Journal of the Royal Society Interface Focus, Vol. 4, No. 4, pg. 20140019, 2014
2013
A bottom-up institutional approach to cooperative governance of risky commonsVítor V. Vasconcelos and Francisco C. Santos and Jorge M. Pacheco, Nature Climate Change, Vol. 3, No. 9, pg. 797-801, September, 2013
Behavioral dynamics under climate change dilemmas
Francisco C. Santos and Jorge M. Pacheco, book chapter in The Philosophy of Science in a European Perspective series, Vol. 4: New Challenges to Philosophy of Science, edited by Hanne Andersen, Dennis Dieks, Wenceslao J. Gonzalez, Marcel Weber, Gregory Wheeler, Springer 2013, pg. 113-124, Springer, 2013
Bootstrapping back the climate with self-organization
Vítor V. Vasconcelos and Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, Proceedings of the 12th European Conference on Artificial Life - ECAL 2013, MIT press, 2013
Evolution of collective action in adaptive social structures
João A. Moreira and Jorge M. Pacheco and Francisco C. Santos, Nature Scientific Reports, Vol. 3, pg. 1521, 2013
Good agreements make good friends
The Anh Han and Luis Moniz Pereira and Francisco C. Santos and Tom Lenaerts, Scientific Reports, Nature Pub. Group, Vol. 3, No. 2695, 2013
Individual memory and the emergence of cooperation
João Moreira and Jeromos Vukov and Claudia Sousa and Francisco C. Santos and André F. Almeida and Marta D. Santos and Jorge M. Pacheco, Animal Behaviour, Vol. 85, No. 1, pg. 233-239, 2013
Reward from Punishment Does Not Emerge at All Costs
Jeromos Vukov and Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, PLoS Computational Biology, Vol. 9, No. 1, pg. e1002868, 2013
Self-organized game dynamics in complex networks
Flávio L. Pinheiro and Vítor V. Vasconcelos and Francisco C. Santos and Jorge M. Pacheco, Proceedings of the 12th European Conference on Artificial Life - ECAL 2013, MIT press, 2013
Urban Dynamics, Fractals and Generalized Entropy
Sara Encarnação and Marcos Gaudiano and Francisco C. Santos and José A. Tenedório and Jorge M. Pacheco, Entropy, Vol. 15, pg. 2679-2697, 2013
Why is it so hard to say sorry?
T. A. Han and L. M. Pereira and Francisco C. Santos and Tom Lenaerts, K. Hindriks, M. de Weerdt (eds.), Procs. The 25th Benelux Conference on Artificial Intelligence (BNAIC 2013), November 7-8, Delft, The Netherlands, 2013, 2013
Why is it so hard to say sorry? Evolution of Apology with Commitment in the Iterated Prisoner’s Dilemma
Han The Anh and Luis Moniz Pereira and Francisco C. Santos and Tom Lenaerts, in Proc. of 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), AAAI Press, 2013
2012
Cognitive strategies take advantage of the cooperative potential of heterogeneous networks Jeromos Vukov and Francisco C. Santos and Jorge M. Pacheco, New Journal of Physics, Vol. 14, No. 063031, 2012
Collective Evolutionary Dynamics and Spatial Reciprocity under the N-Person Snowdrift Game
Marta D. Santos and Francisco C. Santos and Jorge M. Pacheco, Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing System, J. Suzuki and T. Nakano (Eds.): BIONETICS 2010, LNICST 87, pp. 178-188 (2012), Springer, 2012
Corpus-based Intention Recognition in Cooperation Dilemmas
Han The Anh and Luís Moniz Pereira and Francisco C. Santos, Artificial Life Journal, MIT press, Vol. 18, No. 4, pg. 365-383, 2012
Dynamics of N-Person Snowdrift Games in Structured Populations
Marta D. Santos and Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, Journal of Theoretical Biology, Vol. 315, pg. 81-86, 2012
Emergence of Fairness in Repeated Group Interactions
Sven Van Segbroeck and Jorge M. Pacheco and Tom Lenaerts and Francisco C. Santos, Physical Review Letters, Vol. 108, No. 158104, 2012
Evolutionary dynamics of climate change under collective-risk dilemmas
Francisco C. Santos and Vítor V. Vasconcelos and Marta D. Santos and Pedro Neves and Jorge M. Pacheco, Mathematical Models and Methods in Applied Sciences, Vol. 22 (1), No. 1140004, 2012
Evolutionary Dynamics of Cooperation Under the Distributed Prisoner's Dilemma
Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing System, J. Suzuki and T. Nakano (Eds.): BIONETICS 2010, LNICST 87, pp. 523-532,(2012), Springer, 2012
Evolving the asymmetry of the Prisoner's dilemma game in adaptive social structures
João Moreira and Jorge M. Pacheco and Francisco C. Santos, Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing System, J. Suzuki and T. Nakano (Eds.): BIONETICS 2010, LNICST 87, pp. 205-212 (2012), Springer , 2012
Fractal cartography of urban areas
Sara Encarnação and Marcos Gaudiano and Francisco C. Santos and José A. Tenedório and Jorge M. Pacheco, Nature Scientific Reports, Vol. 2, No. 527, 2012
From local to global dilemmas in social networks
Flávio L. Pinheiro and Jorge M. Pacheco and Francisco C. Santos, PLoS ONE, Vol. 7 (2), No. e32114, 2012
How selection pressure changes the nature of social dilemmas in structured populations
Flávio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, New Journal of Physics, Vol. 14, No. 073035, 2012
Intention recognition, commitment and the evolution of cooperation
Han The Anh and Luis Moniz Pereira and Francisco C. Santos, forthcoming in 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), June 10-15, Brisbane, Australia., 2012
The emergence of commitments and cooperation
Han The Anh and Luis Moniz Pereira and Francisco C. Santos, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), Conitzer, Winikoff, Padgham, and van der Hoek (eds.), , 2012
The role of diversity in the evolution of cooperation
Francisco C. Santos and Flávio L. Pinheiro and Tom Lenaerts and Jorge M. Pacheco, Journal of Theoretical Biology, Vol. 299, pg. 88-96, 2012
Tracking the evolution of cooperation in complex networked populations
Flavio L. Pinheiro and Francisco C. Santos and Jorge M. Pacheco, Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, M. Giacobini, L. Vanneschi and W. S. Bush (Eds), Proceedings of Evo* 2012 and EvoBIO 2012, Lecture Notes in Computer Science, 7246. pp 86-96 (2012), Springer-Verlag, 2012
