Publications

Books

Book Chapters: 1

2019

- Luis M. Pereira and Francisco C. Santos, Counterfactual thinking in cooperation dynamics,ollection on Studies in Applied Philosophy, Epistemology and Rational Ethics (SAPERE), chapter of Model-based reasoning in science and technology - Inferential models for Logic, Language, Cognition and Computation, Oct. 2019, Springer [bibTex]

Articles

International Journal Articles: 8

2020

- Luis Martinez-Vaquero and Francisco C. Santos and Vito Trianni, Signalling boosts the evolution of cooperation in repeated group interactions, article in Journal of the Royal Society Interface, to appear on 2020, The Royal Society [bibTex]
- Elias Fernandez Domingos and Jelena Grujic and Juan C. Burguillo and Georg Kirchsteiger and Francisco C. Santos and Tom Lenaerts, Timing uncertainty in collective risk dilemmas encourages group reciprocation and polarization, article in iScience, to appear on 2020, Cell [bibTex]
- The Ahn Han and Luis Moniz Pereira and Francisco C. Santos and Tom Lenaerts, To Regulate or Not: A Social Dynamics Analysis of an Idealised AI Race, article in Journal of Artificial Intelligence Research, to appear on 2020 [bibTex]
- 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 Bart De Vylder and Audrunas Gruslys and Remi Munos, Navigating the Landscape of Multiplayer Games, article in Nature Communications, Nov. 2020, Nature Publishing Group (in press) [bibTex]
- Marta Gomes da Cunha Couto and Jorge M. Pacheco and Francisco C. Santos, Governance of Risky Public Goods under Graduated Punishment, article in Journal of Theoretical Biology, Jul. 2020, Elsevier [bibTex]

2019

- António Góis and Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Reward and punishment in climate change dilemmas, article in Scientific Reports vol. 16193 (9), Oct. 2019, Nature Springer [bibTex]
- Naoki Masuda and Francisco C. Santos, A mathematical look at empathy, article in eLife vol. 8 (47036), Jun. 2019 [bibTex]

International Conferences: 12

2020

- João Vítor Barbosa and Francisco S. Melo and Anna H. Reali Costa and Jaime S. Sichman and Francisco C. Santos, Emergence of Cooperation in N-Person Dilemmas through Actor-Critic Reinforcement Learning, presented at Adaptive Learning Workshop (ALA), AAMAS 2020 - Autonomous Agents and Multi-Agent Systems, 2020, Jun. 2020 [bibTex]

2019

- Pedro Rocha Fernandes and Francisco C. Santos and Manuel Lopes, Adoption Dynamics and Societal Impact of AI Systems in Adaptive Networks, presented at Proc of the 3rd AAAI/ACM Conference on AI, Ethics, and Society (AIES 2020), New York, Feb. 2020., Dec. 2019 [bibTex]
- Pedro Souto and Luísa Viana Silva and Diego Costa Pinto and Francisco C. Santos, A Population Dynamics Approach to Viral Marketing, presented at Proc. of the 8th International Conference on Complex Networks and Their Applications, 2019, Nov. 2019 [bibTex]
- Flávio Luís Portas Pinheiro and Jorge M. Pacheco and Francisco C. Santos, Effective Dynamics on Complex Networks, presented at Proc. of the 8th International Conference on Complex Networks and Their Applications, Nov. 2019 [bibTex]
- Filipa Correia and Samuel Francisco Mascarenhas and Samuel Simão Canada Gomes and Silvia Tulli and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Rui Prada and Francisco S. Melo and Ana Paiva, For The Record - A Public Goods Game For Exploring Human-Robot Collaboration, presented at in Proc. of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019,Demos), May, 2019., Oct. 2019 [bibTex]
- Andreia Sofia Teixeira and Francisco C. Santos and A. P. Francisco, The Origins of Social Balance in Signed Networks, presented at in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., Sep. 2019 [bibTex]
- Theodor Cimpeanu and The Anh Han and Francisco C. Santos, Exogenous Rewards for Promoting Cooperation in Scale-Free Networks, presented at in Proc. of ALIFE 2019, the International Conference on the Synthesis and Simulation of Living Systems , Newcastle-upon-Tyne, 2019., Jun. 2019 [bibTex]
- Andreia Sofia Teixeira and Francisco C. Santos and A. P. Francisco and Fernando Pedro Pascoal dos Santos, For a fair world, which nodes should have the last word in multiplayer ultimatum bargaining?, presented at in Proc. of the 2019 International Conference on Computational Social Science (IC2S2 2019)., Jun. 2019 [bibTex]
- Fernando Pedro Pascoal dos Santos and Samuel Francisco Mascarenhas and Francisco C. Santos and Filipa Correia and Samuel Simão Canada Gomes and Ana Paiva, Outcome-based Partner Selection in Collective Risk Dilemmas, presented at in Proc. of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), May, 2019., Jun. 2019 [bibTex] [PDF]
- The Anh Han and Long Tran-Thanh and Simon Lynch and Theodor Cimpeanu and Francisco C. Santos, Promoting Cooperation through External Interference, presented at in Proc. ALIFE 2019, 2019 Conference on Artificial Life, Newcastle-upon-Tyne, 2019., Jun. 2019 [bibTex]
- Filipa Correia and Shruti Chandra and Samuel Francisco Mascarenhas and Julien Charles-Nicolas and Justin Philippe Roger Luc Gally and Diana Lopes and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Francisco S. Melo and Ana Paiva, Walk the Talk! Exploring (Mis)Alignment of Words and Deeds by Robotic Teammates in a Public Goods Game, presented at in 28th IEEE International Conference on Robot and Human Interactive Communication (Ro-Man 2019), Jun. 2019 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Evolution of collective fairness in hybrid populations of humans and agents, presented at In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), , Feb. 2019 [bibTex] [PDF]

Dissertations

PhD Theses: 1

2019

- Andreia Sofia Teixeira advised by A. P. Francisco and Francisco C. Santos, Complex networks analysis from an edge perspective, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]

MSc Theses: 8

2020

- Diogo Luís Neves dos Santos Pires advised by Francisco C. Santos, Evolution of Signaling in Adaptive Networks, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2020 [bibTex]
- Manuel Galamba advised by Fernando Pedro dos Santos and Francisco C. Santos, Engineering Trust in Complex Networks, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Aug. 2020 [bibTex]

2019

- Henrique Fonseca advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, Empathy, conformism and consensus in reputation-based cooperation with private information, MSc Thesis, Dec. 2019 [bibTex]
- João Vitor de Oliveira Barbosa advised by Francisco C. Santos and Francisco S. Melo, Learning dynamics in populations of actor-critic agents, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2019 [bibTex]
- Pedro Rocha Fernandes advised by Manuel Lopes and Francisco C. Santos, Norms for Beneficial A.I. , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- Thiago Firmino Sousa advised by Francisco C. Santos, O efeito messiânico causado pelo altruísmo patológico , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- Pedro Lopes Ferreira advised by Francisco C. Santos, The Fall of Homo Economicus - The Role of Cognitive Biases and Theory of Mind in Human Coordination, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2019 [bibTex]
- Sofia Boavida Brito advised by Francisco C. Santos, Stochastic Population Dynamics under Repeated Collective-Risk Dilemmas, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]