@article{xu.etal:2023, author={Xu, Haitao and Szymanski, Lech and McCane, Brendan}, journal={IEEE Transactions on Neural Networks and Learning Systems}, title={VASE: Variational Assorted Surprise Exploration for Reinforcement Learning}, year={2023}, volume={34}, number={3}, pages={1243--1252}, url={https://doi.org/10.1109/TNNLS.2021.3105140}, doi={10.1109/TNNLS.2021.3105140} }

@phdthesis{xuphdthesis, author = {Haitao Xu}, title = {Intrinsic reward driven exploration for deep reinforcement learning}, school = {University of Otago}, year = 2021, url = {http://hdl.handle.net/10523/10636} }

@article{xu.etal:2020, title={MIME: Mutual Information Minimisation Exploration}, author={Haitao Xu and Brendan McCane and Lech Szymanski and Craig Atkinson}, journal={arXiv preprint arXiv:2001.05636}, url={https://arxiv.org/abs/2001.05636}, year={2020} }

@inproceedings{xu2018twin, title={Twin Bounded Large Margin Distribution Machine}, author={Xu, Haitao and McCane, Brendan and Szymanski, Lech}, booktitle={Australasian Joint Conference on Artificial Intelligence}, pages={718--729}, year={2018}, url={https://link.springer.com/chapter/10.1007/978-3-030-03991-2_64}, organization={Springer} }