Publications

Below follows a list of my publications:

Optimizing Sequential Experimental Design with Deep Reinforcement Learning
Tom Blau, Edwin Bonilla, Iadine Chades, and Amir Dezfouli.
ICML, 2022
[pdf]

Learning from Demonstration without Demonstrations
Tom Blau, Philipe Morere, Gilad Francis
ICRA, 2021
[pdf]

Hybrid Methods for Efficient Exploration in Reinforcement Learning
Tom Blau
PhD Thesis, University of Sydney, 2020
[pdf]

Bayesian Curiosity for Efficient Exploration in Reinforcement Learning
Tom Blau, Lionel Ott, Fabio Ramos
ACRA, 2020
[pdf]

Improving Reinforcement Learning Pre-Training with Variational Dropout
Tom Blau, Lionel Ott, Fabio Ramos
IROS, 2018
[pdf]