Select Funded Projects
Select Funded Projects
Critical Review and Forecast - Modelling and Simulation of Dynamic Military Environments Using Machine Learning with Autonomy, Trust and Uncertainty
DSTO Grant - Research - Defence Science & Technology Organisation
2016: $131,159
Analysis of factors influencing electrical network-related incidents.
Energy Safe Victoria
2020-2021: $20,328
Utilise Human Expertise to Extend the Capabilities of Reinforcement Learning.
DSTO Grant
2020-2021: $20,000
Improving Decision Making in Self-adaptive Systems Using Reinforcement Learning.
Fujitsu Laboratories Ltd., Japan
2020: $122,886
Holonic-based deep reinforcement learning for multi-agent systems.
Department of Defence
2022: $30,000
Sim to Real Transfer in Deep Reinforcement Learning for Real-World Robots.
Department of Jobs, Precincts & Regions
2022: $15,000
Predicting ground fire incidents using AI and statistical methods.
Energy Safe Victoria
2022: $10,425
Simulation of uncertainty in wood-based structures for sustainable future material solutions
Deakin Mini Analog Program – Discovery Grant
2023: $15,000
Geospatial data analysis for infrastructure planning and prioritization in Indonesia
Australia-Indonesia Partnership for Economic Development Grant
2020: $15,000
R3.1.4 Intelligent data fusion and analytics framework for decision support in predictive maintenance services.
Rail Manufacturing CRC Ltd
2019-2020: $1,153,798
A human–machine teaming framework based on deep reinforcement learning for disaster management
Australian Academy of Science
2020: $16,000
Deployment of low-cost multi-rotor mini-UAVs for early detection of crop diseases and development of an optimal system for management of farming activities
The Scheme for Promotion of Academic and Research Collaboration (SPARC)
2019-2020: $163,000
Deakin Autonomous IoT (DAT-IoT)
Deakin University Research Network
2018: $10,000
Financial Forecasting and Portfolio Optimization
Commonwealth Scientific and Industrial Research Organisation (CSIRO)
2017: $3,000
Fusion of Soft Computing Techniques for Genomic and Proteomic Data Analysis
Alfred Deakin Postdoctoral Research Fellowship Project
2016-2017: $250,000
Novel gene selection and fuzzy systems for cancer diagnosis
Deakin Central Research Grant
2015: $8,000
Deep reinforcement learning for controlling multiple intelligent agents with human-in-the-loop
European-Pacific Partnership for ICT (EPIC) - European Commission
2018: $3,000
Augmenting Cyber Defence Capability (ACDC)
Cyber Security Research Centre Limited
2022-2024: $390,000 (Total across all partners: $2.175 million)
Corneal and core temperature responses to cognitive stress: a proof-of-concept study
Deakin Institute for Physical Activity and Nutrition (IPAN)
2022: $15,000
AI blanking - minimizing blanking scrap through IIoT and machine learning
U.S. Ford Motor Company
2022-2023: $300,000
Digital image forensics and security using deep learning
The Scheme for Promotion of Academic and Research Collaboration (SPARC)
2023-2025: $145,000