About

Rafael Oliveira is a post-doctoral research fellow with the School of Computer Science, the University of Sydney, Australia. He is currently working for the ARC training centre in Data Analytics for Resources and Environments (DARE) under the supervision of Prof. Sally Cripps and in collaboration with the Brain and Mind Centre in a project led by Dr. Frank Iorfino.

Biography

Rafael received his PhD from the University of Sydney in 2019, where he studied under the supervision of Prof. Fabio Ramos. Rafael also holds a Bachelor degree in Electronics and Computer Engineering from the Federal University of Rio de Janeiro (UFRJ), Brazil.

Research interests

Rafael’s current research focuses on developing machine learning algorithms for problems stemming from planning under uncertainty and Bayesian inference. In particular, he has been working with Bayesian optimisation, Gaussian processes, kernel methods and Bayesian inference algorithms. In terms of applications, his work has been addressing problems in robotics, geoscience and mental health research. More detailed information is available at the publications page.