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Commits

Commits on Feb 6, 2020

• Implemented Thompson Sampling

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• Updated config file to include TS and added TS import to Simulation.py

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• Update Thompson Sampling to choose the k best articles

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Commits on Feb 10, 2020

• Begin implentation of LinPHE (Linear Perturbed History Exploration)

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• Update LinPHE to be able to choose k top articles

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Commits on Feb 24, 2020

• Minor changes to LinPHE.py

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• Update the default value of paramaters for LinPHE and ThompsonSampling

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Commits on Mar 22, 2020

• Imperfect implementation of BanditLib with rewards coming from dataset

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• Fix error with choosing dataset

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Commits on Mar 26, 2020

• Record regret at each batch

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• Changes to filepaths

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Commits on Mar 27, 2020

• All algorithms work with simulate rewards. Update util_functions dictionary Creation

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Commits on Mar 28, 2020

• Fix COLin and GOBlin to work with LastFM

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Commits on Apr 2, 2020

• Implement MLP based algorithm

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• Add createMLPDict function

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Commits on Apr 16, 2020

• Creation of Perturbed MLP algorithm

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• Implement perturbed MLP

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Commits on Apr 30, 2020

• MLP models work much better

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Commits on May 19, 2020

• Remove Torch Linear Regression, add Cuda

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Commits on May 20, 2020

• Add gradient pertubation

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Commits on May 24, 2020

• MLP algorithms main params are set through config file

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Commits on Jun 18, 2020

• Can now model on Yahoo dataset

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Commits on Jul 20, 2020

• Implement UCBMLP algorithm

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• Fix some issues with RewardManagers, add todo file

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• YahooRewardManager plots pop up, two config files

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Commits on Jul 22, 2020

• Add documentation

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