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I tried to run a simple experiment with VW for an epsilon greedy contextual bandit with two actions and two customer types ("one" and "two"). Customers of type "one" have a 4% CTR on action 1 and a 3…
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Datasets we can use -
1. [This](http://manikvarma.org/downloads/XC/XMLRepository.html) collection has datasets (like Bibtex) with a large label space (>100)
2. Datasets that [this](https://arxiv.o…
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https://github.com/SforAiDl/genrl/blob/b2f1ae4185045fc30c113144670f38f9d49b9983/genrl/classical/bandit/contextual_bandits.py#L8
Should this be `Base Class for a Contextual Bandit`
I'm guessing…
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## Description
While we currently have a feedback tool for ads which will limit delivery of downvoted ads, there have been many requests to limit delivery of repetitive ads so that the out of the bo…
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I am getting an error that might be related to #300, or possibly to do with custom implementation.
To reproduce:
1) Make a user and download the data here: https://www.kaggle.com/c/titanic
2) …
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As one can see for the following Item, Senior Theses Items imported from submissions for certificate programs are members of multiple collections, one being the departmental collection, the other bein…
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1. Create new `ContextualBandit` class which will define multiple bandits internally
2. Which Bandit is being served will be the context being given to the policy
3. `step` function will return both…
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I'm studying contextual bandits so I found very useful this library to understand the algorithms involved. In particular, I was trying to review the implementation of OfflineDoublyRobustBandit, and I …
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Do we want to do add Contextual Bandit algorithms? Especially Deep Contextual Bandits e.g. from [this](https://arxiv.org/pdf/1802.09127.pdf) paper. I couldn't find complete PyTorch implementations of …