Research

My current research is focused on improving Deep Reinforcement Learning agents' data-efficiency and generalization through the integration of self-supervised methods for representation learning.

Papers

Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning Manuel Goulão and Arlindo L. Oliveira under review code arxiv