Publications

Articles

International Journal Articles: 4

2018

- Francisco S. Melo and Samuel Francisco Mascarenhas and Ana Paiva, A tutorial on machine learning for interactive pedagogical systems, article in International Journal of Serious Games vol. 3 (5) pp. 79-112, Sep. 2018 [bibTex]
- Filipa Isabel Nogueira Correia and Sofia Petisca and Patricia Oliveira and Tiago Guiomar Ribeiro and Francisco S. Melo and Ana Paiva, I Choose... YOU!” Membership preferences in human–robot teams, article in Autonomous Robots pp. 1-15, Jun. 2018, Springer [bibTex]
- Hang Yin and Francisco S. Melo and Ana Paiva and Aude Billard, An ensemble inverse optimal control approach for robotic task learning and adaptation, article in Autonomous Robots pp. 1-22, Apr. 2018, Springer [bibTex]

2017

- Stefan Witwicki and Jose Castillo and João Messias and Jesus Capitán and Francisco S. Melo and Pedro Lima and Manuela Veloso, Autonomous surveillance robots: A decision-making framework for networked multiagent systems, article in IEEE Robotics and Automation Magazine vol. 24 (3) pp. 52-64, Aug. 2017 [DOI Article link] [bibTex]

International Conferences: 4

2018

- Filipa Isabel Nogueira Correia and Samuel Francisco Mascarenhas and Rui Prada and Francisco S. Melo and Ana Paiva, Group-based emotions in teams of humans and robots, presented at HRI'2018 - Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, Mar. 2018 [DOI Article link] [bibTex]

2017

- Vânia Patrícia Padrão Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, Online Learning for Conversational Agents, presented at EPIA Conference on Artificial Intelligence (EPIA'17), Sep. 2017 [bibTex]
- Francisco S. Melo and Pedro Santos and André Miguel Leitão Santos, Monte Carlo Tree Search Experiments in Hearthstone, presented at Computational Intelligence in Games, Aug. 2017 [bibTex]
- Vânia Patrícia Padrão Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, A conversational agent powered by online learning, presented at Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS '17), May. 2017 [bibTex]

Dissertations

PhD Theses: 1

2018

- Hang Yin advised by Francisco S. Melo and Aude Billard, Incorporating Human Expertise in Robot Motion Learning and Synthesis, PhD Thesis, Jun. 2018 [bibTex]

MSc Theses: 4

2018

- Luís Miguel Santos Henriques advised by Luísa Coheur and Francisco S. Melo, Learning language skills based on implicit, explicit and active learning, MSc Thesis, Nov. 2018 [bibTex]
- Henrique da Nave Cândido Ferrão Carlos advised by H. Sofia Pinto and Francisco S. Melo, Creating Recipes using Machine Learning and Computational Creativity , MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]

2017

- Hugo Miguel Pimenta de Castro Martins advised by Alberto Sardinha and Francisco S. Melo, Análise de consumo de energia de PMEs, MSc Thesis, Jun. 2017 [bibTex]
- André Miguel Leitão Santos advised by Pedro Santos and Francisco S. Melo, Intelligent Agent player for Hearthstone , MSc Thesis, Jun. 2017 [bibTex]