[robotics-worldwide] [jobs] 1 research associate and 2 funded PhD. postions on the evolution of neural learning and plasticity
One research associate and two funded Ph.D. positions are available at the
Computer Science Department, School of Science, Loughborough University,
UK, on the topics of the evolution of lifelong learning in neural networks.
*Research*. The aim is to develop new neuroevolution algorithms for
lifelong learning. The objectives are to devise machine learning systems
that autonomously adapt to changing conditions such as variation of the
data distribution, variation of the problem domain or parameters, with
minimal human intervention. The approach will use neuroevolution,
neuromodulation, and other methodologies to continuously discover and
update learning strategies, implement selective plasticity, and achieve
Application areas include a variety of automation and machine learning
problems, e.g. vision, control, and robotics, with a particular focus on
resilience and autonomy.
*Working environment. *The research associate and Ph.D. students,
based at the Computer Science Department, will work in an international
team with opportunities for collaboration and travel. They will have access
to a number of robotic platforms such as mobile and flying robots,
manufacturing robots, High Performance Computing clusters, and GPU
computing. The Computer Science Department and robotics laboratories have
ongoing collaborations with large industries and programs to promote
Postdoc: A Ph.D. in Computer Science or related with a strong publication
record, coding abilities, predisposition to work in a team and
independence, passion for science, solid work ethics.
Ph.D. students: The ideal candidate holds (or is about to obtain) a
first-class honour undergraduate/postgraduate degree (or equivalent) in
Computer Science, Mathematics, Statistics, Electrical or Electronic
Engineering, or has authored publications in recognised
conferences/journals. Independent working skills are valued as well as the
capability of working in a team. Collegiality and interpersonal skills are
Scholarship: £14,777 per annum plus tuition fees at the UK/EU rate.
Start: August 2018 or shortly after.
Duration: 3.5 years.
*Enquiries and applications*. Interested candidates are invited to send
preliminary enquiries to [hidden email] including a CV, a
university transcript of marks, a list of references, and a statement of
about 300 words motivating their interest in this area of research.
Dr. Andrea Soltoggio
Lecturer in Artificial Intelligence
Department of Computer Science,
Centre for Data Science,
Centre for Information Management
Haslegrave Building, N.2.03
LE11 3TU, UK