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Devlog 10

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Project: AI focused revision website to learn how you learn, and use that to improve revision

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Changelog:

• Tested two main AI models, used basic versions of Bayesian Bandits and Reinforcement learning
• Reinforcement learning performed the best and was chosen to be used as the model to learn a user’s preference of question formats (e.g GapFill, MultipleChoice, ShortAnswer)
• Add reward file for converting variables to a 0-1 score so it can be easily interpreted by ai models
• Data for models is saved in session data using express as a temporary fix, I plan to move data including past marks on questions and AI weights to a database further down the line.

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Media: Screenshot of the state and proposal of the reinforcement learning model after answering a few questions where only ShortAnswer question formats were answered correctly and the other formats were purposely answered wrong

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