| 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 Full Professor of the Department of Computer Science and Engineering of Instituto Superior Técnico (IST), University of Lisbon (Portugal). I completed a PhD in computer science at the Université Libre de Bruxelles.
I am the coordinator, with Ana Paiva, Francisco Melo and Carlos Martinho, of the Group on Artificial Intelligence for People and Society (GAIPS) part of INESC-ID. I also coordinate, with Jorge M. Pacheco, the interdisciplinary group ATP, and, with Mário Figueiredo and Rosário Oliveira, the new MSc in Data Science and Engineering of IST, U. Lisbon.
I am interested in applying and developing computational tools to understand collective dynamics in social and life sciences. I have been working on problems related to the evolution of cooperation, human social norms, network science, and environmental governance, among others. I published a hundred and a half scientific articles on these topics.
I was awarded the 2017 Young Scientist Award for Socio-Econophysics of the German Physical Society, the 2016 CGD / University of Lisbon prize in Computer Science, and several "IST excellence in teaching" awards. I was elected member of the Youth Section of the Lisbon Academy of Sciences (2017-2020).
Currently, I am associate editor of Adaptive Behaviour (SAGE), Entropy (MDPI), Mathematics (MDPI), Minds and Machines (Springer), Humanities and Social Sciences Communications (Nature), PLoS ONE, and Scientific Reports (Nature), and regularly serve as guest editor for PLoS Computational Biology.
Current Projects
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Publications
2022
Artificial Intelligence Development Races in Heterogeneous Settings
Theodor Cimpeanu and Francisco C. Santos and Luís Moniz Pereira and Tom Lenaerts and The Anh Han, Scientific Reports, Nature, forthcoming, 2022
Acção climática e cooperação num mundo incerto
Francisco C. Santos and Jorge M. Pacheco, Book chapter in "Complexidade: Implicações e Políticas Globais", By The Book editions, (eds. Rui Malhó, João Caraça, Helder Coelho, João Braga de Macedo, Rui Vilela Mendes), 2022
AI Modelling of Counterfactual Thinking for Judicial Reasoning and Governance of Law
Luís Moniz Pereira and Francisco C. Santos and António Lopes, book chapter in Artificial Intelligence, Law and Beyond, (eds. Henrique Sousa Antunes and Arlindo Oliveira), UCatólica, 2022
Cooperation and learning dynamics under risk diversity and financial incentives
Ramona 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
Cooperation dynamics under pandemic risks and heterogeneous economic interdependence
Manuel Chica Serrano and Juan M. Hernandez and Francisco C. Santos, Chaos, Solitons and Fractals, Vol. (in press), 2022
Voluntary safety commitments provide an escape from over-regulation in AI development
The Anh Han and Luís Moniz Pereira and Francisco C. Santos and Tom Lenaerts, Technology in Society (in press), 2022
2021
A Regulation Dilemma in Artificial Intelligence Development
The Anh Han and Francisco C. Santos and Luís Moniz Pereira and Tom Lenaerts, 2021 Conference on Artificial Life (ALIFE21), Extended Abstract, MIT press, 2021
Cooperation between independent reinforcement learners under wealth inequality
Ramona 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
Delegation to autonomous agents promotes cooperation in collective-risk dilemmas
Elias F. Domingos and Inês Terrucha and Rémi Suchon and Jelena Grujić and Juan Carlos Burguillo and Francisco C. Santos and Tom Lenaerts, AAAI-21 Workshop on AI For Behavior Change, 35th AAAI Conference on Artificial Intelligence [Recipient of the best poster 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
Emotion expressions shape human social norms and reputations
Celso de Melo and Kazunori Terada and Francisco C. Santos, iScience, No. 102141, Cell Press, 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
Mediating Artificial Intelligence Developments through Negative and Positive Incentives
The Anh Han and Luís Moniz Pereira and Tom Lenaerts and Francisco C. Santos, PLoS ONE, Vol. 16, No. 1, pg. e0244592, 2021
Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning
Elias F. Domingos and Jelena Grujic and Juan Carlos Burguillo and Francisco C. Santos and Tom Lenaerts, Simulation Modelling Practice and Theory, Vol. 109, No. 102299, 2021
Modelling and regulating safety compliance: Game theory lessons from AI development races analyses
The Anh Han and Luis Moniz Pereira and Francisco C. Santos and Tom Lenaerts, in AISafety 2021 Workshop of IJCAI 2021, 2021
Risk sensitivity and theory of mind in human coordination
Pedro L. Ferreira and Francisco C. Santos and Sérgio Pequito, PLoS Computational Biology (in press), 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
Stable leaders pave the way for cooperation under time-dependent exploration rates
Flávio L. Pinheiro and Jorge M. Pacheco and Francisco C. Santos, Royal Society Open Science, Vol. 8, No. 200910, 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
Time-scale Differences will Influence the Regulation Required in an Idealised AI Race Game
The Anh Han and Luís Moniz Pereira and Francisco C. Santos and Tom Lenaerts, in Erdem, E., Helmert, M. (Eds.), Proc. of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Journal Track - Extended Abstracts, Montreal, Canada, August 21-26, 2021, 2021
2020
Adoption Dynamics and Societal Impact of AI Systems in Complex NetworksPedro Fernandes and Francisco C. Santos and Manuel Lopes, in Proc of the 3rd AAAI/ACM Conference on AI, Ethics, and Society (AIES 2020), New York, Feb. 2020., 2020
Delegation and cooperation in climate dilemmas
Elias F. Domingos and Francisco C. Santos and Inês Terrucha and Rémi Suchon and Jelena Grujić and Juan Carlos Burguillo and Tom Lenaerts, Cooperative AI Workshop (CoopAI 2020), NeurIPS 2020 - Conference on Neural Information Processing Systems , Oct. 2020, 2020
Emergence of Cooperation in N-Person Dilemmas through Actor-Critic Reinforcement Learning
João Vítor Barbosa and Francisco S. Melo and Anna H. Reali Costa and Jaime S. Sichman and Francisco C. Santos, Adaptive Learning Workshop (ALA), AAMAS 2020 - Autonomous Agents and Multi-Agent Systems, 2020
Governance of Risky Public Goods under Graduated Punishment
Marta G. Couto and Jorge M. Pacheco and Francisco C. Santos, Journal of Theoretical Biology, Vol. 505, No. 110423, Elsevier, 2020
Navigating the Landscape of Multiplayer Games
Shayegan Omidshafiei and Karl Tuyls and Wojciech M. Czarnecki and Francisco C. Santos and Mark Rowland and Jerome Connor and Daniel Hennes and Paul Muller and Julien Perolat and Bart De Vylder and Audrunas Gruslys and Remi Munos, Nature Communications, Vol. 11, No. 5603, 2020
Norms for Beneficial A.I.: A Computational Analysis of the Societal Value Alignment Problem
Pedro Fernandes and Francisco C. Santos and Manuel Lopes, AI Communications, 2020
Picky Losers and Carefree Winners Prevail in Collective Risk Dilemmas with Partner Selection
Fernando 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
Signalling boosts the evolution of cooperation in repeated group interactions
Luis Martinez-Vaquero and Francisco C. Santos and Vito Trianni, J. Royal Society Interface, Vol. 17, No. 172, 2020
Timing uncertainty in collective risk dilemmas encourages group reciprocation and polarization
Elias Fernandez Domingos and Jelena Grujic and Juan C. Burguillo and Georg Kirchsteiger and Francisco C. Santos and Tom Lenaerts, iScience, Vol. 23, No. 12, pg. 101752 , Cell Press, 2020
To Regulate or Not: A Social Dynamics Analysis of an Idealised AI Race
The Anh Han and Luis Moniz Pereira and Francisco C. Santos and Tom Lenaerts, Journal of Artificial Intelligence Research, Vol. 69, pg. 881-921, 2020
2019
A mathematical look at empathyNaoki Masuda and Francisco C. Santos, eLife, Vol. 8, No. e47036, 2019
A Population Dynamics Approach to Viral Marketing
Pedro Souto and Luísa Viana Silva and Diego Costa Pinto and Francisco C. Santos, Proc. of the 8th International Conference on Complex Networks and Their Applications, 2019
Counterfactual thinking in cooperation dynamics
Luís Moniz Pereira and Francisco C. Santos, Book chapter in: Nepomuceno-Fernandez A., Magnani L., Salguero-Lamillar F., Bares-Gomez C., Fontaine M. (eds), Model-based reasoning in science and technology - Inferential models for Logic, Language, Cognition and Computation, Collection on Studies (SAPERE), Chap. 49, Springer, Springer, 2019
Effective Dynamics on Complex Networks
Flávio L. Pinheiro and Jorge M. Pacheco and Francisco C. Santos, Proc. of the 8th International Conference on Complex Networks and Their Applications, 2019
Evolution of collective fairness in hybrid populations of humans and agents
Fernando 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
Exogenous Rewards for Promoting Cooperation in Scale-Free Networks
Theodor Cimpeanu and The Anh Han and Francisco C. Santos, in Proc. of ALIFE 2019, 2019 Conference on Artificial Life, Newcastle-upon-Tyne, 2019., MIT press, 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
Promoting Cooperation through External Interference
The Anh Han and Long Tran-Thanh and Simon Lynch and Theodor Cimpeanu and Francisco C. Santos, in Proc. of ALIFE 2019, 2019 Conference on Artificial Life, Newcastle-upon-Tyne, 2019., MIT press, 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
The Origins of Social Balance in Signed Networks
Andreia Sofia Teixeira and Francisco C. Santos and Alexandre P Francisco, in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., 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
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, Vol. 25, No. 8, pg. 850–861, 2018
Capturing Financial Volatility Through Simple Network Measures
Pedro Souto and Andreia Sofia Teixeira and Alexandre P. Francisco and Francisco C. Santos, International Conference on Complex Networks and their Applications 2018, Springer Berlin / Heidelberg, Dec., 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
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, Artificial Life Conference Proceedings, pg. 614–615, MIT press, 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
Structural and temporal patterns of the first global trading market
Ana Sofia Ribeiro and Flávio L. Pinheiro and Francisco C. Santos and Amélia Polónia and Jorge M. Pacheco, Royal Society Open Science, Vol. 5, No. 180577, 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
2011
Co-evolution of pre-play signaling and cooperationFrancisco C. Santos and Jorge M Pacheco and Brian Skyrms, in Advances in Artificial Life, ECAL 2011: Proceedings of the Eleventh European Conference on the Synthesis and Simulation of Living Systems,, MIT press, 2011
Co-evolution of pre-play signaling and cooperation
Francisco C. Santos and Jorge M Pacheco and Brian Skyrms, Journal of Theoretical Biology , Vol. 274, No. 1, pg. 30-35, 2011
Emergence of cooperation in adaptive social networks with behavioral diversity
Sven Van Segbroeck and Francisco C. Santos and Tom Lenaerts and Jorge M Pacheco, in Proceedings of the 10th European Conference on Artifical Life, ECAL 2009, Budapest, Hungary Kampis, G.; Karsai, I.; Szathmary, E. (Eds.) Advances in Artificial Life: Darwin Meets von Neumann, pg. 434-441, Springer Berlin / Heidelberg, 2011
Escaping the tragedy of the commons via directed investments
Jeromos Vukov and Francisco C. Santos and Jorge M. Pacheco, Journal of Theoretical Biology , Vol. 287, pg. 37-41, 2011
Evolutionary dynamics of collective action
Jorge M. Pacheco and Francisco C. Santos and Max O Souza and Brian Skyrms, in Advances in Artificial Life, ECAL 2011: Proceedings of the Eleventh European Conference on the Synthesis and Simulation of Living Systems,, MIT press, Eindhoven, The Netherlands, September, 2011
Incipient Cognition Solves the Spatial Reciprocity Conundrum of Cooperation
Jeromos Vukov and Francisco C. Santos and Jorge M Pacheco, PLoS One, Vol. 6, No. 3, pg. e17939, 2011
Individual Cognition and the Complexity of Cooperation
Andre F. Almeida and João A. Moreira and Marta D. Santos and Jeromos Vukov and Francisco C. Santos and Claudia Sousa and Jorge M. Pacheco, 4th Congress of the European Federationfor Primatology 3rd Iberian Primatological Congress, Folia Primatologica, pg. 321, 2011
Individual Cognition and the Complexity of Cooperation
André Almeida and João A. Moreira and Marta D. Santos and Francisco C. Santos and Jorge M. Pacheco, Folia Primatologica , Vol. 82, No. 6, pg. 372, 2011
Intention Recognition Promotes The Emergence of Cooperation
The Anh Han and Luís Moniz Pereira and Francisco C. Santos, Adaptive Behavior, Vol. 19, No. 4, pg. 264-279, 2011
The messianic effect of pathological altruism
Jorge M. Pacheco and Francisco C. Santos, Pathological Altruism, Edited by Barbara Oakley, Ariel Knafo, Guruprasad Madhavan and David Sloan Wilson, Oxford University Press, 2011
Risk of collective failure provides an escape from the tragedy of the commons
Francisco C. Santos and Jorge M. Pacheco, Proc Natl Acad Sci USA, Vol. 108, No. 26, pg. 10421-25, 2011
Selection pressure transforms the nature of social dilemmas in adaptive networks
Sven Van Segbroeck and Francisco C. Santos and Tom Lenaerts and Jorge M Pacheco, New J Phys, Vol. 13, pg. 013007, 2011
The role of intention recognition in the evolution of cooperative behavior
The Anh Han and Luis M Pereira and Francisco C. Santos, in IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence, pg. 1684-1689, MIT press, 2011
To grip or not to grip? Evolving role allocation and internal conflict in autonomous robots
Christos Ampatzis and Francisco C. Santos and Vito Trianni and Elio Tuci, in Proceedings of the 10th European Conference on Artifical Life, ECAL 2009, Budapest, Hungary Kampis, G.; Karsai, I.; Szathmary, E. (Eds.) Advances in Artificial Life: Darwin Meets von Neumann, pg. 205-212, Springer Berlin / Heidelberg, 2011
