Web Access Research Portal

Researcher: Ollington, RB (Dr Robert Ollington)

Fields of Research

Neural networks
Intelligent robotics
Artificial life and complex adaptive systems
Computer vision
Image processing
Computer graphics
Clinical pharmacy and pharmacy practice
Analog electronics and interfaces
Pattern recognition

Research Objectives

Other information and communication services
Expanding knowledge in the information and computing sciences
Assessment and management of benthic marine ecosystems
Environmentally sustainable information and communication services
Teaching and instruction technologies
Expanding knowledge in the mathematical sciences
Processed fish and seafood products
Oceanic processes (excl. in the Antarctic and Southern Ocean)
Measurement and assessment of freshwater quality (incl. physical and chemical conditions of water)
Road infrastructure and networks
Expanding knowledge in the chemical sciences
Expanding knowledge in psychology
Command, control and communications
Road safety

Career Best Publications

Research Publications

A computer simulation of community pharmacy practice for educational use; American Journal of Pharmaceutical Education
A Supervised Neural Network Based on the Cerebellum; Australian Journal of Intelligent Information Processing Systems
Accurate image-space environment reflections in real-time; 9th Annual International Conference on Computer Games Multimedia & Allied Technologies (CGAT 2016)
Adaptive Response Function Neurons; CIRAS 2003
Analysis of Heavy Metals in Marine Sediment using a Portable X-ray Fluorescence Spectrometer Onboard an Autonomous Underwater Vehicle; Oceans 2012 MTS/IEEE
Concurrent Q-Learning for Autonomous Mapping and Navigation; CIRAS 2003
Concurrent Q-Learning: Reinforcement Learning for Dynamic Goals and Environments; International Journal of Intelligent Systems
Convolutional Neural Networks for individual identification in the Southern Rock Lobster supply chain; Food Control
Effect of constraints on evolving behavior trees for game AI; 9th Annual International Conference on Computer Games Multimedia & Allied Technologies (CGAT 2016)
Efficient digital FFT convolution with boundary kernel renormalisation; International Conference on Digital Image Computing: Techniques and Applications (DICTA-13)
Enhanced Temporal Difference Learning Using Compiled Eligibility Traces; AJCAI
Global Versus Local Constructive Function Approximation for On-Line Reinforcement Learning; AJCAI
Hydrologic model parameter optimisation; 20th International Congress on Modelling and Simulation (MODSIM 2013)
Incorporating expert advice into reinforcement learning using constructive neural networks; Constructive Neural Networks
Learning Place Cells from Sonar data; AISAT 2004 The 2nd International Conference on Artificial Intelligence in Science and Technology
On-Line Reinforcement Learning Using Cascade Constructive Neural Networks; KES: Knowledge-based intelligent information and engineering systems
Onboard assessment of XRF spectra using genetic algorithms for decision making on an autonomous underwater vehicle; Nuclear Instruments and Methods in Physics Research. Section B. Beam Interactions With Materials and Atoms
Predictive ACT-R (PACT-R): Using a physics engine and simulation for physical prediction in a cognitive architecture; 8th International Conference on Advanced Cognitive Technologies and Applications
Reducing the Time Complexity of Goal-Independent Reinforcement Learning; AISAT 2004 The 2nd International Conference on Artificial Intelligence in Science and Technology
Using a physics engine in ACT-R to aid decision making; International Journal on Advances in Intelligent Systems

Research Projects

Design of communication gateways for micro-sensing devices deployable on insects; CSIRO-Commonwealth Scientific & Industrial Research Organisation (CSIRO)
A Low Cost, Automated Data Collection and Defect Detection System for Paved Roads

Research Candidate Supervision

Benthic Habitat Mapping by Autonomous Underwater Vehicles
Chemical Analysis of Sediments Using X-Ray Fluorescence On-board an Autonomous Underwater Vehicle
Deconvolving and Improving the Spatial Resolution of Satellite Data using the Maximum Entropy Method
Design of communication gateways for micro-sensing devices deployable on insects