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Add more PAC Tabular MDP and Low-Rank MDP algorithms algorithms #2

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dkmisra opened this issue Apr 21, 2023 · 1 comment
Open

Add more PAC Tabular MDP and Low-Rank MDP algorithms algorithms #2

dkmisra opened this issue Apr 21, 2023 · 1 comment
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enhancement New feature or request

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dkmisra commented Apr 21, 2023

There are several tabular MDP algorithms such as MBIE-EB, E3, and Q-learning with bonus. We currently only support the latter. It will be great to include more. These could be useful as black boxes for algorithms which learn latent discrete models. They could also be great for demo.
@dkmisra dkmisra self-assigned this Apr 21, 2023
@dkmisra dkmisra added the enhancement New feature or request label Apr 21, 2023
@dkmisra dkmisra changed the title Add more PAC Tabular MDP algorithms Add more PAC Tabular MDP and Low-Rank MDP algorithms algorithms May 8, 2023
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dkmisra commented May 8, 2023

We should include Flambe and Optimistic Q-learning for Linear MDP as well.

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