Projects

Here’s some projects that I’ve worked on over the years.

Model-Based Reinforcement Learning with Gaussian Processes featured image

Model-Based Reinforcement Learning with Gaussian Processes

In this work I re-implemented the PILCO algorithm in python using Tensorflow and GPflow. This work was mainly carried out for personal development and some of the implementation is …

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Aidan Scannell
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Approximate Inference featured image

Approximate Inference

This work implements and compares a variety of approximate inference techniques for the tasks of image de-noising (restoration) and image segmentation.

Aidan Scannell
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Uncertain Agentspeak featured image

Uncertain Agentspeak

During the first (taught) year of the FARSCOPE CDT program I conducted my masters thesis under the supervision of Professor Weiru Liu and Dr Kevin McAreavey titled “Extending BDI …

Aidan Scannell
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Amazon Picking Challenge featured image

Amazon Picking Challenge

As part of the FARSCOPE CDT program I worked in a team to develop a solution to Amazon’s picking challenge. This involved designing a robotic pick-and-place system that was capable …

Autonomous Vehicle Lane Detection Software featured image

Autonomous Vehicle Lane Detection Software

An application was designed following the model-view-controller architecture to enable multiple autonomous vehicle algorithms to be simulated in different views and to allow the …

Aidan Scannell
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Ultrasonic Non-Destructive Testing featured image

Ultrasonic Non-Destructive Testing

This project entailed the design of an ultrasonic phased array for operation into the human body using Matlab.

Aidan Scannell
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Kidnapped Robot featured image

Kidnapped Robot

This project involved developing algorithms capable of localising a robot within a known environment but at an unknown position and moving it to a target location. This was …

Aidan Scannell
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UAV Swarm featured image

UAV Swarm

This project involved developing distributed software enabling a swarm of fixed wing UAVs to track a pollutant cloud. A discrete time state space model of the world was produced …

Aidan Scannell
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