From 2008 to 2009, he was a visiting researcher with the Queensland University of Technology, Brisbane, QLD, Australia. His research interests include sensor networks, machine-to-machine (M2M)/Internet of Things (IoT), energy optimization and prediction, intelligent service, and mobile computing. ...
Train and test neural networks for behavioral-cloning by driving a car in a virtual simulator Discover various state-of-the-art semantic segmentation and object detection architectures What do you get with Print? Instant access to your digital eBook copy whilst your Print order is Shipped ...
For complex machine learning (ML) algorithms to gain widespread acceptance in decision making, we must be able to identify the features driving the predictions. Explainability models allow transparency of ML algorithms, however their reliability within high-dimensional data is unclear. To test the reli...
However, it is also necessary to test the performance of different policies in autonomous driving tasks under various scenarios. In addition, as imitation learning holds a great advantage in training efficiency due to non-interactive data generation, it would be interesting to compare the performances...
School of Psychology, University of Queensland, St Lucia, QLD, 4072, Australia Emma Collier-Baker Department of General and Comparative Linguistics, University of Regensburg, 93053, Regensburg, Germany Christian J. Rapold Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, 04103, Lei...
College of Medicine and Dentistry, James Cook University, Townsville, QLD, Australia Torres Woolley Corresponding author Correspondence to Claudia M. Diaz. Ethics declarations Ethical Approval RMIT Human Ethics Committee (ASEHAPP 16–13). Informed Consent Implied consent was obtained from all individual ...
The ethical approach to treatment non-response and treatment refusal in severe-enduring anorexia nervosa (SE-AN) is the source of significant ethical debate, particularly given the risk of death by suicide or medical complications. A recent article propo
In Proceedings of the 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, QLD, Australia, 19–24 April 2015; IEEE: South Brisbane, QLD, Australia, 2015; pp. 4884–4888. [Google Scholar] [CrossRef] Pham, H.X.; Cheung, S.; Pavlovic, V...
In order to test the performance of each strategy, we saved the previously trained control strategy model, then carried out the UAV’s fixed-point rounding-up and dynamic tracking rounding-up and strike missions and analyzed its flight trajectory. A. UAV Swarm Fixed-Point Rounding-up and Strike...
In Proceedings of the 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, QLD, Australia, 19–24 April 2015; pp. 5206–5210. [Google Scholar] Zhao, R.; Yan, R.; Chen, Z.; Mao, K.; Wang, P.; Gao, R.X. Deep learning and its ...