Daan Geijs

Low Dimensional State Representation Learning with Reward-shaped Priors

2021

Reinforcement Learning has been able to solve many complicated robotics tasks without any need for feature engineering in an end-to-end fashion. However, learning the optimal policy directly from the sensory inputs, i.e the observations, often …

End-to-end classification on basal-cell carcinoma histopathology whole-slides images

2021

The high incidence of BCC skin cancer caused that the amount of work for pathologists has risen to unprecedented levels. Acquiring outlined annotations for training deep learning models classifying BCC is often tedious and time …