An AdaLab demonstrated to be greater than 20% more efficient at discovering scientific knowledge (within a limited scientific domain) than human scientists alone.
A novel ontology for modelling uncertain knowledge that supports all aspects of the proposed AdaLab framework.
The first ever communication mechanism between human and robot scientists that standardises modes of communication, information exchange protocols, and the content of typical messages.
New machine learning methods for the generation and efficient testing of complex scientific hypotheses that are twice as efficient at selecting experiments as the best current methods.
A significant advance in the state-of-the-art in automating scientific discovery that demonstrates its scalability to problems an order of magnitude more complex than currently possible.
Novel biomedical knowledge about cell biology relevant to cancer and ageing.
A strengthened interdisciplinary research community that crosses the boundaries between multiple ICT disciplines, laboratory automation, and biology.