Research outputs
2026
Reinforcement Learning Sensor Management for Satellite Tracking in Space Situational Awareness Scenarios
Oakes, B. (2026, January 30). Reinforcement Learning Sensor Management for Satellite Tracking in Space Situational Awareness Scenarios. (University of Liverpool).
2025
An Astrodynamics Plugin for Stone Soup
Oakes, B., Thompson, A., Vladimirov, L., García-Fernández, Á. F., Sherman, C., & Barr, J. (2025). An Astrodynamics Plugin for Stone Soup. In 2025 28th International Conference on Information Fusion (FUSION) (pp. 1-8). IEEE. doi:10.23919/fusion65864.2025.11124098
2024
Deep Reinforcement Learning Applications to Space Situational Awareness Scenarios
Oakes, B., Ralph, J. F., & Barr, J. (2024). Deep Reinforcement Learning Applications to Space Situational Awareness Scenarios. In Advanced Maui Optical and Space Surveillance Technologies. Retrieved from https://amostech.com/TechnicalPapers/2024/Poster/Oakes.pdf
2023
Stone Soup: No Longer Just an Appetiser
Hiscocks, S., Barr, J., Perree, N., Wright, J., Pritchett, H., Rosoman, O., . . . Oakes, B. (2023). Stone Soup: No Longer Just an Appetiser. In 2023 26th International Conference on Information Fusion, FUSION 2023. doi:10.23919/FUSION52260.2023.10224185
2022
Double Deep Q Networks for Sensor Management in Space Situational Awareness
Oakes, B., Richards, D., Barr, J., & Ralph, J. (2022). Double Deep Q Networks for Sensor Management in Space Situational Awareness. In 2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022). Retrieved from https://www.webofscience.com/