SPADS CDT PhD projects being worked on by our 2024 cohort of students can be found on this page. Projects are grouped by research theme. Autonomous Sensing Platforms Exploring foundational models for decision making in autonomous robotsLoco-manipulation robot for surveillance in unstructured, hostile environment Multi-agent Systems and Data Intelligence Automatic signals intelligence analysis (Roke)Developing a general-purpose, hardware-friendly vision pipeline using mixed machine-learning and symbolic AI methods (STMicroelectronics)Online learning based control for robotic agents in complex, dynamic environmentsVerifiable deep learning for trustworthy AI Novel Computing and Beyond CMOS Hardware No 2024 PhDs within this theme. Sensor Signal Processing Autonomy Counter-Counter Measures (Leonardo)Enhancing spin-based quantum sensors with machine learningMachine learning for position location (AMD)Motion information for fast and efficient video understandingRobust non-linear state-space modeling: From filtering to deep learning approaches This article was published on 2025-10-31