"All You Can Eat" Ontology-Building: Feeding Wikipedia to Cyc. - Samuel Sarjant; Catherine Legg; Michael Robinson; Olena Medelyan (Web Intelligence, 2009)

Using the online cross-entropy method to learn relational policies for playing different games. - Samuel Sarjant; Bernhard Pfahringer; Kurt Driessens; Tony Smith (CIG, 2011)

Massive Ontology Interface. - Matt Stannett; Catherine Legg; Samuel Sarjant (CHINZ, 2013)

A Direct Policy-Search Algorithm for Relational Reinforcement Learning. - Samuel Sarjant; Bernhard Pfahringer; Kurt Driessens; Tony Smith (ILP, 2013)

Ontological quality control in large-scale, applied ontology matching. - Catherine Legg; Samuel Sarjant (OM, 2013)

Crowd-Sourcing Ontology Content and Curation: The Massive Ontology Interface. - Samuel Sarjant; Catherine Legg; Matt Stannett; Duncan Willcock (FOIS, 2014)