Ph.D.

This fully funded PhD opportunity at the University of Southampton focuses on developing resource-efficient, lifelong on-device learning systems for robots, integrating continual learning with sustainability. The project addresses the stability-plasticity dilemma in robot learning, enabling robots to efficiently learn multiple tasks over their operational lifetime while retaining prior knowledge. The research aims to overcome challenges such as catastrophic forgetting and high resource demands, targeting deployment on resource-constrained, non-networked robotic platforms. The successful candidate will work on cutting-edge AI and robotics, contributing to sustainability by optimizing operational efficiency and reducing carbon emissions. The project is ideal for those interested in sustainable AI, robotics, machine learning, and lifelong learning. Applicants must have a UK 2:1 honours degree or equivalent, and non-native English speakers require IELTS 6.5. Funding covers tuition and a stipend for UK, EU, and Horizon Europe Associated Countries, with fee waivers for qualifying students. Applications are reviewed on a rolling basis until 31 August 2025. To apply, send a pre-application to Dr Muhammad Burhan Hafez, including CV, transcripts, references, and a cover letter outlining your research vision and interest. For full details and application steps, visit the project webpage.