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Dylan R. Ashley's Projects

catastrophic-forgetting icon catastrophic-forgetting

Source code for the experiments in my MSc thesis titled Understanding Forgetting in Artificial Neural Networks.

direct-lambda-greedy icon direct-lambda-greedy

A comparison of online variance estimation methods for Reinforcement Learning in a Horde architecture.

obfuscate icon obfuscate

A demonstration of a simple hack to hide a file inside an image file.

outlier-based-exploration icon outlier-based-exploration

A look into the potential of using Local Outlier Factors from Unsupervised Learning as a way of guiding exploration in a Reinforcement Learning Agent.

playlist-story-builder icon playlist-story-builder

Embeds a story into a music playlist by sorting the playlist so that the order of the music follows a narrative arc.

variance-learning icon variance-learning

Some material relating to the paper Comparing Direct and Indirect Temporal-Difference Methods for Estimating the Variance of the Return.

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