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[FEATURE] add eps-first and eps-decreasing strategy #13

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thetawom opened this issue Feb 19, 2023 · 0 comments
Open

[FEATURE] add eps-first and eps-decreasing strategy #13

thetawom opened this issue Feb 19, 2023 · 0 comments
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backlog enhancement New feature or request

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@thetawom
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Is your feature request related to a problem? Please describe.
It would be great if the library could support other semi-uniform bandit strategies in addition to epsilon-greedy, such as epsilon-first and epsilon-decreasing.

Describe the solution you'd like
Because semi-uniform bandits largely share the same strategy (main difference is how to determine the effective value of epsilon each step), a SemiUniformBandit abstract class implementing the bulk of this strategy can be created. Then, each variant (epsilon-greedy, epsilon-first, epsilon-decreasing) can sub-class SemiUniformBandit.

@thetawom thetawom added enhancement New feature or request backlog labels Feb 19, 2023
@thetawom thetawom changed the title ENH: add eps-first and eps-decreasing bandits [FEATURE] add eps-first and eps-decreasing bandits Mar 6, 2023
@thetawom thetawom changed the title [FEATURE] add eps-first and eps-decreasing bandits [FEATURE] add eps-first and eps-decreasing strategy Mar 8, 2023
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Labels
backlog enhancement New feature or request
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