Furmston, Thomas

5 publications

JMLR 2016 Approximate Newton Methods for Policy Search in Markov Decision Processes Thomas Furmston, Guy Lever, David Barber

NeurIPS 2012 A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes Thomas Furmston, David Barber

UAI 2011 Efficient Inference in Markov Control Problems Thomas Furmston, David Barber

ECML-PKDD 2011 Lagrange Dual Decomposition for Finite Horizon Markov Decision Processes Thomas Furmston, David Barber

AISTATS 2010 Variational Methods for Reinforcement Learning Thomas Furmston, David Barber