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Outputs (560)

Extending structural causal models for autonomous vehicles to simplify temporal system construction & enable dynamic interactions between agents (2025)
Presentation / Conference Contribution

In this work we aim to bridge the divide between autonomous vehicles and causal reasoning. Autonomous vehicles have come to increasingly interact with human drivers, and in many cases may pose risks to the physical or mental well-being of those they... Read More about Extending structural causal models for autonomous vehicles to simplify temporal system construction & enable dynamic interactions between agents.

Generating causal explanations of vehicular agent behavioural interactions with learnt reward profiles (2025)
Presentation / Conference Contribution

Transparency and explainability are important features that responsible autonomous vehicles should possess, particularly when interacting with humans, and causal reasoning offers a strong basis to provide these qualities. However, even if one assumes... Read More about Generating causal explanations of vehicular agent behavioural interactions with learnt reward profiles.

Co-creation in citizen science: Sharing learnings and good practice from an indoor, airborne microplastics project (2025)
Journal Article

HOMEs was a citizen science exploratory project, aimed at investigating the presence of airborne microplastics in people's homes. Participants placed passive samplers in their homes, using low-cost microscopes to see and take pictures of their sample... Read More about Co-creation in citizen science: Sharing learnings and good practice from an indoor, airborne microplastics project.

Evaluating the interaction between human and paediatric robotic lower-limb exoskeleton: A model-based method (2025)
Journal Article

Lower-limb exoskeletons (LLEs) have shown potential in improving motor function in patients for both clinical rehabilitation and daily life. Despite this, the development and control of pediatric exoskeletons remain notably underserved. This study fo... Read More about Evaluating the interaction between human and paediatric robotic lower-limb exoskeleton: A model-based method.