Publications
Filter Publications: 2019 - 2021
Books
Books: 2
2020
- , Principles of Quantum Artificial Intelligence: Quantum Problem Solving and Machine Learning, 2nd Edition, book, Aug. 2020, World Scientific [bibTex]
2019
- , Análise Estatística de Dados Financeiros, book, Nov. 2019, Soc. Portuguesa de Estatistica [bibTex]
Book Chapters: 1
2019
- , 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: 32
2021
- , Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication, article in Cognitive Computation, to appear on 2021, Springer [bibTex]
- , Emotion expressions shape human social norms and reputations, article in iScience vol. 24 (102141), Jan. 2021, Cell Press [bibTex] [PDF]
- , 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
- , Dynamics of informal risk-sharing in collective index insurance, article in Nature Sustainability, to appear on 2020, Nature-Springer [bibTex]
- , Mediating Artificial Intelligence Developments through Negative and Positive Incentives, article in PLoS ONE, to appear on 2020, (to appear) [bibTex]
- , Quantum Cognition and the Mind, article in Journal of Artificial Intelligence and Consciousness, to appear on 2020 [bibTex]
- , 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]
- , Stable leaders pave the way for cooperation under time-dependent exploration rates, article in Royal Society Open Science, to appear on 2020 [bibTex]
- , Timing uncertainty in collective risk dilemmas encourages group reciprocation and polarization, article in iScience, to appear on 2020, Cell [bibTex]
- , 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]
- , 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]
- , Navigating the Landscape of Multiplayer Games, article in Nature Communications, Nov. 2020, Nature Publishing Group (in press) [bibTex]
- , Norms for Beneficial A.I.: A Computational Analysis of the Societal Value Alignment Problem, article in AI Communications (accepted), Oct. 2020 [bibTex]
- , 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]
- , Quantum-Like Influence Diagrams for Decision-Making, article in Neural Networks vol. 132 pp. 190-210, Aug. 2020 [bibTex]
- , 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]
- , Governance of Risky Public Goods under Graduated Punishment, article in Journal of Theoretical Biology, Jul. 2020, Elsevier [bibTex]
- , Picky losers and carefree winners prevail in collective risk dilemmas with partner selection, article in Autonomous Agents and Multi-Agent Systems vol. 34 (40) pp. 1-29, May. 2020, Springer [Article] [DOI Article link] [bibTex] [PDF]
- , 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]
- , 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]
- , Balanced Quantum-Like Bayesian Networks, article in Entropy vol. 22 pp. 2, Feb. 2020 [Article] [DOI Article link] [bibTex]
- , 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]
- , 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
- , 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]
- , Towards a Quantum-Like Cognitive Architecture for Decision- Making, article in Behavioral and Brain Sciences, to appear on 2019 [bibTex]
- , Reward and punishment in climate change dilemmas, article in Scientific Reports vol. 16193 (9), Oct. 2019, Nature Springer [bibTex]
- , Looking Beyond Collaboration: Socioemotional Positive, Negative and Task-Oriented Behaviors in Human–Robot Group Interactions, article in International Journal of Social Robotics vol. 12 pp. 505-518, Aug. 2019, Springer [Article] [DOI Article link] [bibTex] [PDF]
- , Principles of Quantum-like Evolution, article in Open Systems & Information Dynamics vol. 26 (2), Jul. 2019 [DOI Article link] [bibTex]
- , 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]
- , 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]
- , 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: 56
2021
- , 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]
- , CHARET: Character-centered Approachto Emotion Tracking in Stories, presented at 20th International Conference on Autonomous Agents and Multiagent Systems, May. 2021 [bibTex]
- , 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]
- , 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]
- , 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]
- , 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]
2020
- , Explainable Agency by Revealing Suboptimality in Child-Robot Learning Scenarios, presented at International Conference on Social Robotics, Nov. 2020 [DOI Article link] [bibTex] [PDF]
- , 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]
- , 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]
- , 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]
- , 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]
- , 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]
- , 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]
- , Fairness in multiplayer ultimatum games through degree-based role assignment, presented at Conference on Complex Systems 2020, Oct. 2020 [bibTex]
- , Mediating Artificial Intelligence Developments through Negative and Positive Incentives, presented at in CCS2020, Conference on Complex Systems 2020 , Oct. 2020 [bibTex]
- , 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]
- , The Influence of Reward on the Social Valence of Interactions, presented at 2020 IEEE Conference on Games (CoG), Aug. 2020 [bibTex] [PDF]
- , 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]
- , 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]
- , The Dark Side of Embodiment - Teaming Up With Robots VS Disembodied Agents, presented at Robotics: Science and Systems, Jul. 2020 [DOI Article link] [bibTex] [PDF]
- , 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]
- , 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]
- , 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]
- , Using tabletop robots to promote inclusive classroom experiences, presented at Interaction Design and Children Conference, Jun. 2020 [DOI Article link] [bibTex] [PDF]
- , Context-sensitive modeling of public transport data, presented at Transport Research Arena (TRA2020), Apr. 2020 [bibTex]
- , 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]
- , 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
- , 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]
- , 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]
- , Effective Dynamics on Complex Networks, presented at Proc. of the 8th International Conference on Complex Networks and Their Applications, Nov. 2019 [bibTex]
- , Product-Focused Software Process Improvement, presented at PROFES 2019 - International Conference on Product-Focused Software Process Improvement, Nov. 2019 [DOI Article link] [bibTex]
- , 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]
- , 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]
- , 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]
- , The Role of Assertiveness in a Storytelling Game with Persuasive Robotic Non-Player Characters, presented at CHI PLAY '19 2019, Oct. 2019 [DOI Article link] [bibTex] [PDF]
- , Effects of Agents’ Transparency on Teamwork, presented at Explainable, Transparent Autonomous Agents and Multi-Agent Systems, Sep. 2019 [DOI Article link] [bibTex] [PDF]
- , 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]
- , Inferring Emotions from Touching Patterns, presented at 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep. 2019 [DOI Article link] [bibTex]
- , 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]
- , 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]
- , 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]
- , What Makes a Good Robotic Advisor? The Role of Assertiveness in Human-Robot Interaction. In: International Conference on Social Robotics, presented at ICSR 19 2019 , Aug. 2019 [DOI Article link] [bibTex] [PDF]
- , 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]
- , 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]
- , 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]
- , Promoting Cooperation through External Interference, presented at in Proc. ALIFE 2019, 2019 Conference on Artificial Life, Newcastle-upon-Tyne, 2019., Jun. 2019 [bibTex]
- , 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]
- , 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]
- , On the Discovery of Educational Patterns using Biclustering, presented at 15th International Conference on Intelligent Tutoring Systems (ITS), May. 2019 [bibTex]
- , On the Discovery of Educational Patterns using Biclustering, presented at 15th International Conference on Intelligent Tutoring Systems (ITS), May. 2019 [bibTex]
- , 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]
- , 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]
- , 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]
- , Group Intelligence on Social Robots, presented at 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2019 [DOI Article link] [bibTex] [PDF]
- , 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]
- , 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
- , O Ensino de Jogos no Instituto Superior Técnico, presented at 1. º SEVj-Seminário sobre Ensino de Videojogos, May. 2020 [bibTex]
2019
- , 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
MSc Theses: 1
2019
- advised by Rui Prada, Design of AR interface for motorcycle driving assistance, MSc Thesis, Oct. 2019 [bibTex]
as Editors
Other Publications: 2
2020
- , editors, Camera Travel for Immersive Colonography, Oct. 2020, arXiv [bibTex]
- , editors, Camera Travel for Immersive Colonography, Human-Computer Interaction (cs.HC), Oct. 2020, arXiv [bibTex] [PDF]
Edited Proceedings: 1
2020
- , editors, Atas do 1º SEVj-Seminário sobre Ensino de Videojogos, May. 2020, Sociedade Portuguesa de Ciências dos Videojogos [bibTex]
Reports
Technical Reports: 3
2020
- , 4.4 Working Group on Social Cognition for Robots and Virtual Agents, INESC-ID Tec. Rep. 6/2020, Mar. 2020 [bibTex]
- , Working Groups 4.1 Working Group on Datasets with Humans and Agents in Groups, INESC-ID Tec. Rep. 3/2020, Feb. 2020 [bibTex]