Publications

Books

Books: 3

2021

- Andreas Wichert and Luis Sa-Couto, Machine Learning - A Journey to Deep Learning, book, Feb. 2021, World Scientific [bibTex]

2020

- Andreas Wichert, Principles of Quantum Artificial Intelligence: Quantum Problem Solving and Machine Learning, 2nd Edition, book, Aug. 2020, World Scientific [bibTex]

2019

- Conceição Amado and Cláudia Nunes and Alberto Sardinha, Análise Estatística de Dados Financeiros, book, Nov. 2019, Soc. Portuguesa de Estatistica [bibTex]

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: 41

2021

- André Pires and José Simão and Luís Veiga, Distributed and Decentralized Orchestration of Containers on Edge Clouds, article in Journal of Grid Computing, to appear on 2021, Springer [bibTex]
- Andreas Wichert, Quantum-like Gaussian Mixture Model, article in Soft Comuting, to appear on 2021 [DOI Article link] [bibTex]
- Luis Sa-Couto and Andreas Wichert, Simple convolutional based models: are they learning the task or the data?, article in Neural Computation, to appear on 2021 [bibTex]
- The Anh Han and Luis Moniz Pereira and Tom Lenaerts and Francisco C. Santos, Mediating Artificial Intelligence Developments through Negative and Positive Incentives, article in PLoS ONE vol. 16 (1) pp. e0244592, Oct. 2021 [bibTex]
- Andreas Wichert, Quantum-Like Sampling, article in Mathematics vol. 9 (17) pp. 2021, Aug. 2021, MDPI [DOI Article link] [bibTex]
- Pedro L. Ferreira and Francisco C. Santos and Sérgio Pequito, Risk sensitivity and theory of mind in human coordination, article in PLoS Computational Biology pp. (accepted), Jun. 2021, PLoS [bibTex]
- Ana Margarida Veiga Simão and Paula Ferreira and Nádia Pereira and Sofia Oliveira and Paula Paulino and Hugo Rosa and Ricardo Ribeiro and Luísa Coheur and Joao P. Carvalho and Isabel Trancoso, Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication, article in Cognitive Computation vol. 13 (3) pp. 736–750, May. 2021, Springer [DOI Article link] [bibTex]
- Paula Ferreira and Ana M. V. Simão and Ana Paiva and Carlos António Roque Martinho and Rui Prada and Aristides Ferreira and Francisco C. Santos, Exploring Empathy in Cyberbullying with Serious Games, article in Computers & Education vol. 166 (104155), Feb. 2021 [bibTex]
- Elias F. Domingos and Jelena Grujic and Juan Carlos Burguillo and Francisco C. Santos and Tom Lenaerts, Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning, article in Simulation Modelling Practice and Theory vol. 109 (102299), Feb. 2021 [bibTex] [PDF]
- Flávio Luís Portas Pinheiro and Jorge M. Pacheco and Francisco C. Santos, Stable leaders pave the way for cooperation under time-dependent exploration rates, article in Royal Society Open Science (200910), Feb. 2021 [bibTex]
- Fernando Pedro Pascoal dos Santos and Jorge M. Pacheco and Francisco C. Santos, The complexity of human cooperation under indirect reciprocity, article in Philosophical Transactions of the Royal Society B: Biological Sciences (in press), Feb. 2021, Royal Society of London [bibTex]
- Fernando P. Santos and Jorge M. Pacheco and Francisco C. Santos and Simon A. Levin, Dynamics of informal risk-sharing in collective index insurance, article in Nature Sustainability, Jan. 2021, Nature-Springer [bibTex]
- Celso Melo and Kazunori Terada and Francisco C. Santos, Emotion expressions shape human social norms and reputations, article in iScience vol. 24 (102141), Jan. 2021, Cell Press [bibTex] [PDF]
- Francisco Miguel Consciência Neves and Anna Carolina Nametala Finamore do Couto and Sara C. Madeira and Rui Miguel Carrasqueiro Henriques, Mining actionable patterns of road mobility from heterogeneous traffic data using biclustering, article in IEEE Transactions on Intelligent Transportation Systems, Jan. 2021, IEEE [bibTex]

2020

- Andreas Wichert, Quantum Cognition and the Mind, article in Journal of Artificial Intelligence and Consciousness, to appear on 2020 [DOI Article link] [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 vol. 23 (12) pp. 101752, to appear on 2020, Cell [bibTex] [PDF]
- Luciana Barbosa and Claudia Nunes and Artur Rodrigues and Alberto Sardinha, Feed-in Tariff Contract Schemes and Regulatory Uncertainty, article in European Journal of Operational Research vol. 287 (1) pp. 331-347, Nov. 2020, Elsevier [DOI Article link] [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 vol. 11 (5603), Nov. 2020, Nature Publishing Group [bibTex]
- Pedro Fernandes and Francisco C. Santos and Manuel Lopes, Norms for Beneficial A.I.: A Computational Analysis of the Societal Value Alignment Problem, article in AI Communications (accepted), Oct. 2020 [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 vol. 69 pp. 881-921, Oct. 2020 [bibTex]
- Ana Salta and Rui Prada and Francisco S. Melo, A Game AI Competition to foster Collaborative AI research and development, article in IEEE Transactions on Games pp. 1-12, Sep. 2020, IEEE [DOI Article link] [bibTex]
- 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 (17) pp. 173, Sep. 2020, The Royal Society [bibTex]
- Catarina Moreira and Prayag Tiwari and Hari Mohan Pandey and Peter Bruza and Andreas Wichert, Quantum-Like Influence Diagrams for Decision-Making, article in Neural Networks vol. 132 pp. 190-210, Aug. 2020 [bibTex]
- Ricardo Eugénio Proença Rodrigues and Paula Ferreira and Rui Prada and Paula Paulino and Ana Margarida Veiga Simão, Developing Children's Regulation of Learning in Problem-Solving With a Serious Game, article in Computer Graphics and Applications vol. 40 (5) pp. 26-40, Jul. 2020, IEEE [DOI Article link] [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 vol. 505 (110423), Jul. 2020, Elsevier [bibTex]
- Ruhiyati Idayu Abu Talib and Predrag K. Nikolic and Mohd Shahrizal Sunar and Rui Prada, In-Visible Island: Inclusive Storytelling Platform for Visually Impaired Children, article in Mobile Networks and Applications vol. 25 pp. 913–924, Apr. 2020, Srpinger [DOI Article link] [bibTex]
- Arzu Guneysu and Ayberk Ozgur and Thibault Asselborn and Wafa Johal and Elmira Yadollahi and Barbara Bruno and Melissa Skweres and Pierre Dillenbourg, Iterative design and evaluation of a tangible robot-assisted handwriting activity for special education, article in Frontiers in Robotics and AI vol. 7 pp. 29, Mar. 2020, Frontiers in Robotics and AI [DOI Article link] [bibTex] [PDF]
- Andreas Wichert and Catarina Moreira and Peter Bruza, Balanced Quantum-Like Bayesian Networks, article in Entropy vol. 22 pp. 2, Feb. 2020 [Article] [DOI Article link] [bibTex]
- Wim Westera and Rui Prada and Samuel Francisco Mascarenhas and Pedro Santos and João Miguel de Sousa de Assis Dias and Manuel Castro Guerra Moreira Guimarães and Konstantinos Georgiadis and Enkhbold Nyamsuren and Kiavash Bahreini and Zerrin Yumak and Chris Christyowidiasmoro and Mihai Dascalu and Gabriel Gutu-Robu and Stefan Ruseti, Artificial intelligence moving serious gaming: Presenting reusable game AI components, article in Education and Information Technologies vol. 25 (1) pp. 351-380, Jan. 2020, Springer [DOI Article link] [bibTex]
- Lusi Sa-Couto and Andreas Wichert, Storing object dependent sparse codes in a Willshaw associative network, article in Neural Computation vol. 31 (1) pp. 136-152, Jan. 2020, MIT Press [DOI Article link] [bibTex]

2019

- Bosede Iyiade Edwards and Kevin S. Bielawski and Rui Prada and Adrian David Cheok, Haptic virtual reality and immersive learning for enhanced organic chemistry instruction, article in Virtual Reality vol. 23 (4) pp. 363-373, Dec. 2019, Springer [DOI Article link] [bibTex]
- Catarina Moreira and Lauren Fella and Shahram Dehdashti and Peter Bruza and Andreas Wichert, Towards a Quantum-Like Cognitive Architecture for Decision- Making, article in Behavioral and Brain Sciences, to appear on 2019 [bibTex]
- 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]
- Andreas Wichert, Principles of Quantum-like Evolution, article in Open Systems & Information Dynamics vol. 26 (2), Jul. 2019 [DOI Article link] [bibTex]
- Naoki Masuda and Francisco C. Santos, A mathematical look at empathy, article in eLife vol. 8 (47036), Jun. 2019 [bibTex]
- Luis Sa-Couto and Andreas Wichert, Attention Inspired Network: steep learning curve in an invariant pattern recognition model, article in Neural Networks vol. 114 pp. 38-46, May. 2019 [DOI Article link] [bibTex]
- Francisco S. Melo and Alberto Sardinha and David Belo and Marta Couto and Miguel Afonso Tomás Faria and Anabela Farias and Hugo Gambôa and Cátia Jesus and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Isabel Melo and Plinio Moreno and Daniel Osório and Ana Paiva and Jhielson Pimentel and João Rodrigues and Pedro Sequeira and Rubén Solera Ureña and Miguel Serras Vasco and Manuela Veloso and Rodrigo Ventura, Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy, article in Artificial Intelligence in Medicine vol. 96 pp. 198-216, May. 2019 [bibTex]
- Alexandre Lemos and Francisco S. Melo and Pedro T. Monteiro and Inês Lynce, Room Usage Optimization in Timetabling: A Case Study at Universidade de Lisboa, article in Operations Research Perspectives vol. 6 pp. 100092, May. 2019 [DOI Article link] [bibTex]

International Conferences: 62

2021

- Ramona Merhej and Fernando P. Santos and Francisco S. Melo and Francisco C. Santos, Cooperation between Independent Reinforcement Learners underWealth Inequality and Collective Risks, presented at n 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)., to appear on 2021 [bibTex]
- Pedro M. Santos and João G. Ribeiro and Alberto Sardinha and Francisco S. Melo, Ad Hoc Teamwork in the Presence of Non-Stationary Teammates, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [bibTex]
- João G. Ribeiro and Miguel Faria and Alberto Sardinha and Francisco S. Melo, Helping People On The Fly: Ad Hoc Teamwork for Human-Robot Teams, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [bibTex]
- Cláudia Magalhães and Alberto Sardinha and João Araújo, MARE: an Active Learning Approach for Requirements Classification, presented at 29th IEEE International Requirements Engineering Conference, Sep. 2021 [bibTex]
- Vânia Mendonça and Luísa Coheur and Alberto Sardinha, One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [bibTex]
- Vânia Mendonça and Ricardo Costa Dias Rei and Luísa Coheur and Alberto Sardinha and Ana Lúcia Santos, Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort, presented at The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug. 2021 [bibTex]
- Diogo Carvalho and Joana Campos and Manuel Castro Guerra Moreira Guimarães and Ana Teresa Jerónimo Antunes and João Miguel de Sousa de Assis Dias and Pedro Santos, CHARET: Character-centered Approachto Emotion Tracking in Stories, presented at 20th International Conference on Autonomous Agents and Multiagent Systems, May. 2021 [bibTex]
- Ana Paiva and Ana Neto and Hugo Nicolau, Community Based Robot Design for Classrooms with MixedVisual Abilities Children, presented at CHI Conference on Human Factors in Computing Systems (CHI ’21), May. 2021 [DOI Article link] [bibTex] [PDF]
- Andreia Sofia Teixeira and Francisco C. Santos and A. P. Francisco and Fernando Pedro Pascoal dos Santos, Eliciting Fairness in Multiplayer Bargaining through Network-based Role Assignment, presented at 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May. 2021 [bibTex] [PDF]
- Guilherme Varela and Pedro Santos and Alberto Sardinha and Francisco S. Melo, A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers, presented at AAAI Workshop on AI for Urban Mobility (AI4UM), Feb. 2021 [bibTex]
- Fernando Pedro Pascoal dos Santos and Francisco C. Santos and Jorge M. Pacheco and Simon A. Levin, Social network interventions to prevent reciprocity-driven polarization, presented at n 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)., Feb. 2021 [bibTex]

2020

- José Bernardo Guimarães Rocha and Luís Filipe Costa and Rui Prada and António Rito Silva and Daniel Jorge Viegas Gonçalves and Pedro Miguel Póvoa Correia, Quizzes (as a tool for self-regulated learning) in Software Engineering Education, presented at 32nd IEEE International Conference on Software Engineering Education & Training (CSEE&T 2020), Nov. 2020 [bibTex]
- Francisco S. Melo and Pedro Santos and Diogo, A new convergent variant of Q-learning with linear function approximation, presented at NeurIPS 2020: Thirty-fourth Conference on Neural Information Processing Systems, Oct. 2020 [bibTex]
- Rui Prada and ISWB Prasetya and Fitsum Kifetew and Frank Dignum and Tanja EJ Vos and Jason Lander and Jean-yves Donnart and Alexandre Kazmierowski and Joseph Davidson and Pedro Miguel da Rocha Fernandes, Agent-based Testing of Extended Reality Systems, presented at ICST - 13th International Conference on Software Testing, Validation and Verification, Oct. 2020 [DOI Article link] [bibTex]
- Elias Fernandez Domingos and Francisco C. Santos and Inês Terrucha and Rémi Suchon and Jelena Grujić and Juan Carlos Burguillo and Tom Lenaerts, Delegation to autonomous agents promotes cooperation in collective-risk dilemmas, presented at Cooperative AI Workshop (CoopAI 2020), NeurIPS 2020 - Conference on Neural Information Processing Systems , Oct. 2020 [bibTex]
- Francisco Miguel Consciência Neves and Anna Carolina Nametala Finamore do Couto and Rui Miguel Carrasqueiro Henriques, Efficient discovery of emerging patterns in heterogeneous spatiotemporal data from mobile sensors, presented at 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), Oct. 2020 [bibTex]
- Matilde Tristany Farinha and Sérgio Pequito and Pedro Santos and Mário Figueiredo, Equilibrium Propagation for Complete Directed Neural Networks, presented at ESANN 2020 : 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct. 2020 [bibTex]
- Andreia Sofia Teixeira and Francisco C. Santos and A. P. Francisco and Fernando P. Santos, Fairness in multiplayer ultimatum games through degree-based role assignment, presented at Conference on Complex Systems 2020, Oct. 2020 [bibTex]
- The Anh Han and Luis Moniz Pereira and Tom Lenaerts and Francisco C. Santos, Mediating Artificial Intelligence Developments through Negative and Positive Incentives, presented at in CCS2020, Conference on Complex Systems 2020 , Oct. 2020 [bibTex]
- Manuel Castro Guerra Moreira Guimarães and Rui Prada and Pedro Santos and João Miguel de Sousa de Assis Dias and Arnav Jhala and Samuel Francisco Mascarenhas, The Impact of Virtual Reality in the Social Presence of a Virtual Agent, presented at Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, Oct. 2020 [bibTex]
- Elmira Yadollahi and Marta Couto and Wafa Johal and Pierre Dillenbourg and Ana Paiva, Exploring the Role of Perspective Taking in Educational Child-Robot Interaction, presented at International Conference on Artificial Intelligence in Education, Jul. 2020 [DOI Article link] [bibTex] [PDF]
- Vânia Mendonça and Alberto Sardinha and Luísa Coheur and Ana Lúcia Santos, Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing, presented at IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), Jul. 2020 [bibTex] [PDF]
- Elmira Yadollahi and Marta Couto and Pierre Dillenbourg and Ana Paiva, Can you guide me? supporting children's spatial perspective taking through games with robots, presented at Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended Abstracts, Jun. 2020 [DOI Article link] [bibTex] [PDF]
- 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]
- Isabel Neto and Hugo Nicolau and Ana Paiva, Exploring the Challenges and Opportunities for Inclusive Social Robots in Classroom Activities through Participatory Design Activities, presented at Workshop on Planning the World's Most Inclusive PD Project at Interaction Design and Children, Jun. 2020 [bibTex] [PDF]
- Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, Investment Timing and Social Welfare under Feed-in Tariff Contract Schemes, presented at 29th European Financial Management Association (EFMA) Conference, Jun. 2020 [bibTex]
- Isabel Neto and Johal Wafa and Marta Couto and Hugo Nicolau and Ana Paiva and Arzu Guneysu, Using tabletop robots to promote inclusive classroom experiences, presented at Interaction Design and Children Conference, Jun. 2020 [DOI Article link] [bibTex] [PDF]
- Inês Aires Marinho Marreiros Leite and Anna Carolina Nametala Finamore do Couto and Rui Miguel Carrasqueiro Henriques, Context-sensitive modeling of public transport data, presented at Transport Research Arena (TRA2020), Apr. 2020 [bibTex]
- Elmira Yadollahi and Pierre Dillenbourg and Ana Paiva, Changing Perspective as A Learning Mechanism, presented at Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, Mar. 2020 [DOI Article link] [bibTex] [PDF]
- Inês dos Santos Silva and João Pedro Vieira Guerreiro and Marlene Rosa and Joana Campos and Augusto Gil Pascoal and Sofia Pinto and Hugo Nicolau, Investigating the Opportunities for Technologies to Enhance QoL with Stroke Survivors and their Families, presented at ACM CHI Conference on Human Factors in Computing Systems, Jan. 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]
- Tanja E. J. Vos and I. S. W. B. Prasetya and Gordon Fraser and Ivan Martinez-Ortiz and Ivan Perez-Colado and Rui Prada and José Bernardo Guimarães Rocha and António Rito Silva, Product-Focused Software Process Improvement, presented at PROFES 2019 - International Conference on Product-Focused Software Process Improvement, Nov. 2019 [DOI Article link] [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]
- Diogo da Fonseca Caetano Rato and Samuel Francisco Mascarenhas and Rui Prada, Societies in Games: How do Players Perceive Groups of Game Characters?, presented at Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play, Oct. 2019 [DOI Article link] [bibTex]
- Mojgan Hashemian and Ana Paiva and Samuel Francisco Mascarenhas and Pedro Santos and Rui Prada, The power to persuade: a study of social power in human-robot interaction, presented at 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Oct. 2019 [DOI Article link] [bibTex]
- Silvia Tulli and Filipa Correia and Samuel Francisco Mascarenhas and Samuel Simão Canada Gomes and Francisco S. Melo and Ana Paiva, Effects of Agents’ Transparency on Teamwork, presented at Explainable, Transparent Autonomous Agents and Multi-Agent Systems, Sep. 2019 [DOI Article link] [bibTex] [PDF]
- Ricardo Eugénio Proença Rodrigues and Paula Ferreira and Rui Prada and Paula Paulino and Ana Margarida Veiga Simão, Festarola: a Game for Improving Problem Solving Strategies, presented at 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games), Sep. 2019 [DOI Article link] [bibTex]
- Mojgan Hashemian and Rui Prada and Pedro Santos and João Miguel de Sousa de Assis Dias and Samuel Francisco Mascarenhas, Inferring Emotions from Touching Patterns, presented at 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep. 2019 [DOI Article link] [bibTex]
- Elmira Yadollahi and Wafa Johal and Pierre Dillenbourg and Ana Paiva, Studying the Effect of Robot Frustration on Children's Change of Perspective, presented at 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Sep. 2019 [bibTex] [PDF]
- 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]
- Tomás Alves and Carlos António Roque Martinho and Rui Prada, Towards Incorporating Personality in Serious Games for Health, presented at 2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games), Sep. 2019 [DOI Article link] [bibTex] [PDF]
- 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]
- Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins de Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, presented at Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May. 2019 [bibTex] [PDF]
- Anna Carolina Nametala Finamore do Couto and Marco Antonio Casanova, On the Discovery of Educational Patterns using Biclustering, presented at 15th International Conference on Intelligent Tutoring Systems (ITS), May. 2019 [bibTex]
- Rui Miguel Carrasqueiro Henriques and Anna Carolina Nametala Finamore do Couto and Marco Antonio Casanova, On the Discovery of Educational Patterns using Biclustering, presented at 15th International Conference on Intelligent Tutoring Systems (ITS), May. 2019 [bibTex]
- Miguel Serras Vasco and Francisco S. Melo and David Martins de Matos and Ana Paiva and Tetsunari Inamura, Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions, presented at Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, May. 2019 [bibTex]
- Filipa Correia and Raquel Sofia Alves Oliveira and Mayara Bonani and André Rodrigues and Tiago Guerreiro and Ana Paiva, Exploring Collaborative Interactions Between Robots and Blind People, presented at 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2019 [DOI Article link] [bibTex] [PDF]
- Filipa Correia and Samuel Simão Canada Gomes and Samuel Francisco Mascarenhas and Patrícia Arriaga and Iolanda Margarete dos Santos Carvalho Leite and Rui Prada and Francisco S. Melo and Ana Paiva, Exploring Prosociality in Human-Robot Teams, presented at 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2019 [DOI Article link] [bibTex] [PDF]
- Filipa Correia and Francisco S. Melo and Ana Paiva, Group Intelligence on Social Robots, presented at 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2019 [DOI Article link] [bibTex] [PDF]
- Raquel Sofia Alves Oliveira and Patrícia Arriaga and Filipa Correia and Ana Paiva, The Stereotype Content Model Applied to Human-Robot Interactions in Groups, presented at 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2019 [DOI Article link] [bibTex] [PDF]
- 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]

National Conferences: 2

2020

- Rui Prada, O Ensino de Jogos no Instituto Superior Técnico, presented at 1. º SEVj-Seminário sobre Ensino de Videojogos, May. 2020 [bibTex]

2019

- Ana Salta and Rui Prada and Francisco S. Melo, Solving Motion and Action Planning for a Cooperative Agent Problem Using Geometry Friends, presented at EPIA Conference on Artificial Intelligence, Sep. 2019 [DOI Article link] [bibTex]

Dissertations

PhD Theses: 3

2021

2020

- Rui Manuel Ramos Teixeira da Silva advised by Francisco S. Melo and Manuela Veloso, Symbiotic interaction in open ended tasks, PhD Thesis at Carnegie Mellon University / Instituto Superior Técnico, Universidade de Lisboa, Jul. 2020 [bibTex]
- Kim Baraka advised by Francisco S. Melo and Manuela Veloso, Artificial intelligence for adaptive and personalized child-robot interaction, PhD Thesis at Instituto Superior Técnico, University of Lisbon and Carnegie Mellon University, Jun. 2020 [bibTex]

MSc Theses: 3

2021

- Pedro Pinto Santos advised by Francisco S. Melo and Alberto Sardinha, Trafic Light Control using Deep Reinforcement Learning, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]

2020

- Pedro Santos advised by Francisco S. Melo and Alberto Sardinha, Ad Hoc Teamwork in the presence of non-stationary teammates, MSc Thesis at Instituto Superior Técnico, Dec. 2020 [bibTex]

2019

- Joana Manso Arezes advised by Rui Prada, Design of AR interface for motorcycle driving assistance, MSc Thesis, Oct. 2019 [bibTex]

as Editors

Other Publications: 2

2020

- Soraia Paulo and Daniel Pires de Sá Medeiros and Pedro Costa Borges and Joaquim Armando Pires Jorge and Daniel Simões Lopes, editors, Camera Travel for Immersive Colonography, Oct. 2020, arXiv [bibTex]

Edited Proceedings: 1

2020

- Ana Amélia Carvalho and António Coelho and Leonel Morgado and Rui Prada, editors, Atas do 1º SEVj-Seminário sobre Ensino de Videojogos, May. 2020, Sociedade Portuguesa de Ciências dos Videojogos [bibTex]

Reports

Technical Reports: 3

2020

- Cindy L Bethel and Merijn Bruijnes and Malte Jung and Christoforos Mavrogiannis and Simon Parsons and Catherine Pelachaud and Rui Prada and Laurel Riek and Sarah Strohkorb Sebo and Julie Shah and Elaine Short and Marynel Vázquez, 4.4 Working Group on Social Cognition for Robots and Virtual Agents, INESC-ID Tec. Rep. 6/2020, Mar. 2020 [bibTex]
- Filipa Correia and Hatice Gunes and Stefan Kopp and Iolanda Margarete dos Santos Carvalho Leite and Mark Neerincx and Catharine Oertel and Rui Prada and Marynel Vázquez, 4.3 Working Group on Human-Agent Team Dynamics, INESC-ID Tec. Rep. 4/2020, Feb. 2020 [bibTex]
- Patricia Oliveira and Filipa Correia and Kobi Gal and James Kennedy and Iolanda Margarete dos Santos Carvalho Leite and Catharine Oertel and André Tiago Abelho Pereira, Working Groups 4.1 Working Group on Datasets with Humans and Agents in Groups, INESC-ID Tec. Rep. 3/2020, Feb. 2020 [bibTex]