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: 6

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]

2018

- Ana Sofia Ribeiro and Flávio Luís Portas Pinheiro and Francisco C. Santos and Amélia Polónia and Jorge M Pacheco, Structural and temporal patterns of the first global trading market, article in Royal Society Open Science vol. 5 (180577), Aug. 2018, Royal Society [bibTex]
- Andreia Teixeira and Pedro T. Monteiro and João A. Carriço and Francisco C. Santos and A. P. Francisco, Large-Scale Simulations of Bacterial Populations over Complex Networks, article in Journal of Computational Biology, May. 2018 [bibTex]
- Sara Alexandra Aires da Encarnação and Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Vered Blass and Jorge M. Pacheco and Juval Portugali, Paths to the Adoption of Electric Vehicles: An Evolutionary Game Theoretical Approach, article in Transportation Research B, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Jorge M. Pacheco, Social norm complexity and past reputations in the evolution of cooperation, article in Nature vol. 555 pp. 242-245, Mar. 2018, NPG [bibTex]

International Conferences: 18

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 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 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]

2018

- Pedro Souto and Andreia Teixeira and A. P. Francisco and Francisco C. Santos, Capturing Financial Volatility Through Simple Network Measures, presented at Complex Networks and Their Applications VII. COMPLEX NETWORKS 2018, Oct. 2018 [bibTex]
- Ana Paiva and Fernando Pedro Pascoal dos Santos and Francisco C. Santos, Engineering Pro-Sociality with Autonomous Agents, presented at AAAI 2018 (Best blue sky paper award), May. 2018 [bibTex]
- The Anh Han and Long Tran-Thanh and Simon Lynch and Francisco C. Santos, Fostering cooperation in structured populations through local and global interference strategies, presented at IJCAI 2018, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Jorge M. Pacheco, Human Cooperation and the Complexity of Moral Codes, presented at ALife 2018, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Indirect Reciprocity and Costly Reputation Building in Multiagent Systems , presented at AAAI 2018 (Student track), May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Ana Paiva and Francisco C. Santos, Multiplayer Ultimatum Games and Collective Fairness in Networked Communities, presented at ALife 2018, May. 2018 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, Social Norms of Cooperation With Costly Reputation Building, presented at AAAI 2018, Mar. 2018 [bibTex]

Dissertations

PhD Theses: 2

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]

2018

- Fernando Pedro Pascoal dos Santos advised by Francisco C. Santos and Jorge M. Pacheco and Ana Paiva., Dynamics of Reputation and the Self-organization of Cooperation, PhD Thesis at IST, Universidade de Lisboa, Jun. 2018 [bibTex]

MSc Theses: 12

2019

- 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]
- Henrique Fonseca advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis, Oct. 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]

2018

- Pedro Souto advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, Adaptive Dynamics and Structural Properties of Financial Markets, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2018 [bibTex]
- Marta Gomes da Cunha Couto advised by Francisco C. Santos, Evolution of Cooperation through Graduated Punishment, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2018 [bibTex]
- Diogo Abreu advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis, Oct. 2018 [bibTex]
- Miguel Dziergwa de Carvalho advised by Francisco C. Santos and Fernando Pedro Pascoal dos Santos, --, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]
- Pedro Dias advised by Francisco C. Santos, --, MSc Thesis, Oct. 2018 [bibTex]