Interests: Computational models of cognition, Reinforcement Learning, Learning Theory, Deep Learning
Xiaogang's Publications
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X. Yan, A. Knott and S. Mills. A neural network model for learning to represent 3D objects via tactile exploration: technical appendix. Department of Computer Science, University of Otago, 2018.
@book{yan2018a,
title={A neural network model for learning to represent 3D objects via tactile exploration: technical appendix},
author={Yan, Xiaogang and Knott, Alistair and Mills, Steven},
year={2018},
url={https://www.otago.ac.nz/computer-science/otago685604.pdf},
publisher={Department of Computer Science, University of Otago}
}
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X. Yan, A. Knott and S. Mills. A Model for Learning Representations of 3D Objects Through Tactile Exploration: Effects of Object Asymmetries and Landmarks. In Australasian Joint Conference on Artificial Intelligence, pp. 271-283, 2018.
@inproceedings{yan2018model,
title={A Model for Learning Representations of 3D Objects Through Tactile Exploration: Effects of Object Asymmetries and Landmarks},
author={Yan, Xiaogang and Knott, Alistair and Mills, Steven},
booktitle={Australasian Joint Conference on Artificial Intelligence},
pages={271--283},
year={2018},
url = {https://www.springerprofessional.de/en/a-model-for-learning-representations-of-3d-objects-through-tacti/16309864},
organization={Springer}
}
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X. Yan, A. Knott and S. Mills. A neural network model for learning to represent 3D objects via tactile exploration. In CogSci, 2018.
@inproceedings{yan2018neural,
title={A neural network model for learning to represent 3D objects via tactile exploration.},
author={Yan, Xiaogang and Knott, Alistair and Mills, Steven},
booktitle={CogSci},
URL = "https://www.cs.otago.ac.nz/research/student-publications/Xiaogang-Yan-CogSci2018.pdf",
year={2018}
}
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