Publications

Articles

International Journal Articles: 3

2020

- 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]

2019

- 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: 12

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]
- 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]

2020

- 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]
- 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

- 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]
- 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]
- 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]
- 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 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]

National Conferences: 1

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]