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Richard Dazeley
Richard Dazeley
Professor of Artificial Intelligence and Machine Learning, School of Information Technology, Deakin
在 deakin.edu.au 的电子邮件经过验证
标题
引用次数
年份
A Comparative Study of Semi-Supervised Anomaly Detection Methods for Machine Fault Detection
D Neupane, MR Bouadjenek, R Dazeley, S Aryal
PHM Society European Conference 8 (1), 10-10, 2024
2024
Machinery Fault Detection using Advanced Machine Learning Techniques
D Neupane, MR Bouadjenek, R Dazeley, S Aryal
PHM Society European Conference 8 (1), 4-4, 2024
2024
Data-driven Machinery Fault Detection: A Comprehensive Review
D Neupane, MR Bouadjenek, R Dazeley, S Aryal
arXiv preprint arXiv:2405.18843, 2024
12024
Elastic step DQN: A novel multi-step algorithm to alleviate overestimation in Deep Q-Networks
A Ly, R Dazeley, P Vamplew, F Cruz, S Aryal
Neurocomputing 576, 127170, 2024
12024
TopFormer: Topology-Aware Transformer for Point Cloud Registration
S Fung, W Pan, X Liu, J Yearwood, R Dazeley, X Lu
International Conference on Computational Visual Media, 112-128, 2024
2024
Value function interference and greedy action selection in value-based multi-objective reinforcement learning
P Vamplew, C Foale, R Dazeley
arXiv preprint arXiv:2402.06266, 2024
2024
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning
P Vamplew, C Foale, CF Hayes, P Mannion, E Howley, R Dazeley, ...
arXiv preprint arXiv:2402.02665, 2024
2024
An Empirical Investigation of Value-Based Multi-objective Reinforcement Learning for Stochastic Environments
K Ding, P Vamplew, C Foale, R Dazeley
arXiv preprint arXiv:2401.03163, 2024
12024
Segmentation-driven feature-preserving mesh denoising
W Wang, W Pan, C Dai, R Dazeley, L Wei, B Rolfe, X Lu
The Visual Computer, 1-17, 2023
12023
A Wearable Multi-Sensor Fusion Approach for Gender Recognition based on Deep Learning
S Roy, B Nakisa, PN Pathirana, R Dazeley
Proceedings of the 2023 10th International Conference on Bioinformatics …, 2023
2023
Masked autoencoders in 3d point cloud representation learning
J Jiang, X Lu, L Zhao, R Dazaley, M Wang
IEEE Transactions on Multimedia, 2023
222023
Agile Backward Design: Planning and Designing Higher Education Curriculum and Teaching
R Dazeley, A Goriss-Hunter, G Meredith, P Sellings, S Firmin, J Burke, ...
EdArXiv, 2023
2023
Human engagement providing evaluative and informative advice for interactive reinforcement learning
A Bignold, F Cruz, R Dazeley, P Vamplew, C Foale
Neural Computing and Applications 35 (25), 18215-18230, 2023
212023
Explainable robotic systems: Understanding goal-driven actions in a reinforcement learning scenario
F Cruz, R Dazeley, P Vamplew, I Moreira
Neural Computing and Applications 35 (25), 18113-18130, 2023
402023
Current Status and Trends of Engineering Entrepreneurship Education in Australian Universities
J Li, S Mckenzie, R Dazeley, F Jiang, K Sood
arXiv preprint arXiv:2308.06943, 2023
12023
Human-aligned reinforcement learning for autonomous agents and robots
F Cruz, TG Karimpanal, MA Solis, P Barros, R Dazeley
Neural Computing and Applications 35 (23), 16689-16691, 2023
12023
AI apology: interactive multi-objective reinforcement learning for human-aligned AI
H Harland, R Dazeley, B Nakisa, F Cruz, P Vamplew
Neural Computing and Applications 35 (23), 16917-16930, 2023
42023
Explainable reinforcement learning for broad-xai: a conceptual framework and survey
R Dazeley, P Vamplew, F Cruz
Neural Computing and Applications 35 (23), 16893-16916, 2023
502023
Weighted Point Cloud Normal Estimation
W Wang, X Lu, D Shao, X Liu, R Dazeley, A Robles-Kelly, W Pan
2023 IEEE International Conference on Multimedia and Expo (ICME), 2015-2020, 2023
2023
Elastic step DDPG: Multi-step reinforcement learning for improved sample efficiency
A Ly, R Dazeley, P Vamplew, F Cruz, S Aryal
2023 International Joint Conference on Neural Networks (IJCNN), 01-06, 2023
12023
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