Thomas Furmston

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 2

Top Topics

Markov Decision Process

Top Venues

J. Mach. Learn. Res.

University College London, UK (PHD)

Education History

University College London, UK

PHD

Publications

Mercedes Argüello Casteleiro, Nava Maroto, Chris Wroe, C. Sevillano Torrado, C. Henson, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Thomas Furmston, Diego Maseda-Fernandez, M. Kulshrestha, Robert Stevens, John A. Keane, Simon Peters
Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models. SGAI Conf. (2021)
Thomas Furmston, Guy Lever, David Barber
Approximate Newton Methods for Policy Search in Markov Decision Processes. J. Mach. Learn. Res. 17 (2016)
Thomas Furmston, Guy Lever
A Gauss-Newton Method for Markov Decision Processes. CoRR (2015)
Thomas Furmston, David Barber
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes. NIPS (2012)
Thomas Furmston, David Barber
Efficient Inference in Markov Control Problems CoRR (2012)
Thomas Furmston, David Barber
Lagrange Dual Decomposition for Finite Horizon Markov Decision Processes. ECML/PKDD (1) (2011)
Thomas Furmston, David Barber
Efficient Inference in Markov Control Problems. UAI (2011)
Thomas Furmston, David Barber
Variational methods for Reinforcement Learning. AISTATS (2010)