The simple thoughts of Jonathan J Hunt


  • Barreto A, Dabney W, Munos R, Hunt, JJ, Schaul T, Silver D, van Hasselt H (2017) Transfer in Reinforcement Learning with Successor Features and Generalised Policy Improvement. ICML Workshop on Lifelong Learning (pdf)

  • Rae J1, Hunt JJ1, Danihelka I, Harley T, Senior AW, Wayne G, Graves A, Lillicrap, TP (2016) Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. Neural Information Processing Systems (pdf, arxiv 1610.09027)

  • Dulac-Arnold G, Evans R, van Hasselt H, Sunehag P, Lillicrap TP, Hunt JJ, Mann T, Weber T, Degris T, Coppin B (2016) Deep Reinforcement Learning in Large Discrete Action Spaces. preprint (pdf, arxiv 1512.07679)

  • Lillicrap TP1, Hunt JJ1, Pritzel A, Heess N, Erez T, Tassa Y, Silver D, Wierstra D (2016) Continuous control with deep reinforcement learning. International Conference on Learning Representations (pdf, arxiv 1509.02971)

  • Heess N1, Hunt JJ1, Lillicrap TP, Silver, D (2015) Memory-based control with recurrent neural networks. NIPS Deep Reinforcement Learning Workshop (pdf, arxiv 1512.04455)

  • Hughes NJ, Hunt JJ, Cloherty SL, Ibbotson MR, Sengpiel F and Goodhill GJ (2014) Stripe-rearing changes multiple aspects of the structure of primary visual cortex. Neuroimage 95:305- 319 (pdf)

  • Hunt JJ, Dayan P and Goodhill GJ (2013) Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input. PLoS Computational Biology 9:e1003005 (pdf)

  • Hunt JJ, Mattingley JB and Goodhill GJ (2012) Randomly oriented edge arrangements dominate naturalistic arrangements in binocular rivalry. Vision Research 64:49-55 (pdf)

  • Hunt JJ, Ibbotson MR and Goodhill GJ (2012). Sparse coding on the spot: spontaneous retinal waves suffice for orientation selectivity. Neural Computation 24:2422-2433 (pdf)

  • Forbes EM1, Hunt JJ1, Goodhill GJ (2011) The combinatorics of neurite self-avoidance. Neural Computation 23:2746-2769 (pdf)

  • Hunt JJ, Bosking WH, Goodhill GJ (2011) Statistical structure of lateral connections in the primary visual cortex. Neural Systems & Circuits 1:3 (pdf)

  • Hunt JJ1, Giacomantonio CE1, Tang H, Mortimer D, Jaffer S, Vorobyov V, Ericksson G, Sengpiel F and Goodhill GJ (2009) Natural scene statistics and the structure of orientation maps in the visual cortex. Neuroimage 47:157-172 (pdf)

  • Hunt JJ, Cameron RG, Williams MAK (2006) On the simulation of enzymatic digest patterns: the fragmentation of oligomeric and polymeric galacturonides by endo-polygalacturonase II. Biochimica et Biophysica Acta 1760:1696-1703 (pdf)


  • Natural scene statistics and the development of the primary visual cortex (2011). PhD Thesis. (pdf)

  • Polysaccharide sequence reconstruction from digest patterns (2006). Honours Report (pdf)

  • Molecular Dynamics Simulation of Two Possible Mixing Configurations (2005). undergraduate assignment (pdf)

  1. These authors contributed equally to this work.