Hi, I’m Miguel, Miguel Faria, a dynamic PhD Researcher combining machine learning and robotics to create better and more understandable artificial life.
Welcome to my website.
Research Interests
- Reinforcement learning
- Social robotics
- Multi-agent systems
- Theory of mind
- Large language models
- Machine learning
Publications
Here are some of my most relevant publications
- Faria, M. A. T. (2023). Using legibility to improve interactions with agents during multi-user interactions. Instituto Superior Técnico
- Faria, M., Melo, F. S., & Paiva, A. (2024). “Guess what I’m doing”: Extending legibility to sequential decision tasks. Artificial Intelligence Journal. Elsevier, doi: 10.1016/j.artint.2024.104107
- Melo, F. S., Sardinha, A., Belo, D., Couto, M., Faria, M., Farias, A., … & Ventura, R. (2019). Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy. Artificial intelligence in medicine, 96, 198-216.
- M. Faria, R. Silva, P. Alves-Oliveira, F. S. Melo and A. Paiva (2017). ““Me and you together” movement impact in multi-user collaboration tasks” 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). doi: 10.1109/IROS.2017.8206109.
- M. Faria, A. Costigliola, P. Alves-Oliveira and A. Paiva (2016). “Follow me: Communicating intentions with a spherical robot” 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN). doi: 10.1109/ROMAN.2016.7745189.
You can find the full list here
Contact
Email: miguel.faria@tecnico.ulisboa.pt