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Peter N. Loxley
Person information
- affiliation: University of New England, Armidale, NSW, Australia
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2020 – today
- 2024
- [i4]Peter N. Loxley:
Efficient Reinforcement Learning for Optimal Control with Natural Images. CoRR abs/2412.08893 (2024) - 2023
- [j5]Peter N. Loxley
, Ka Wai Cheung
:
A Dynamic Programming Algorithm for Finding an Optimal Sequence of Informative Measurements. Entropy 25(2): 251 (2023) - 2021
- [j4]Peter N. Loxley
:
A sparse code increases the speed and efficiency of neuro-dynamic programming for optimal control tasks with correlated inputs. Neurocomputing 426: 1-13 (2021) - [i3]Peter N. Loxley, Ka Wai Cheung:
A dynamic programming algorithm for informative measurements and near-optimal path-planning. CoRR abs/2109.11808 (2021) - 2020
- [i2]Peter N. Loxley:
A sparse code for neuro-dynamic programming and optimal control. CoRR abs/2006.11968 (2020)
2010 – 2019
- 2017
- [j3]Peter N. Loxley
:
The Two-Dimensional Gabor Function Adapted to Natural Image Statistics: A Model of Simple-Cell Receptive Fields and Sparse Structure in Images. Neural Comput. 29(10): 2769-2799 (2017) - [c1]Mark McKenzie
, Peter Loxley
, William Billingsley
, Sebastien Wong:
Competitive Reinforcement Learning in Atari Games. Australasian Conference on Artificial Intelligence 2017: 14-26 - 2013
- [i1]Peter Loxley:
Learning dictionary statistics from natural images. CoRR abs/1304.0023 (2013)
2000 – 2009
- 2009
- [j2]Hal Henke, Peter A. Robinson
, Peter M. Drysdale, Peter N. Loxley
:
Spatiotemporal dynamics of pattern formation in the primary visual cortex and hallucinations. Biol. Cybern. 101(1): 3-18 (2009) - 2007
- [j1]Peter N. Loxley
, Peter A. Robinson
:
Spike-rate adaptation and neuronal bursting in a mean-field model of brain activity. Biol. Cybern. 97(2): 113-122 (2007)

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