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To Do List #1

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4 of 8 tasks
marco-rossi29 opened this issue Jan 25, 2019 · 1 comment
Open
4 of 8 tasks

To Do List #1

marco-rossi29 opened this issue Jan 25, 2019 · 1 comment

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@marco-rossi29
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marco-rossi29 commented Jan 25, 2019 •
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Estimators

  • ips
  • weighted ips (aka snips)
  • mle
  • DR with importance weights transformation (truncate, clipped, mle-like, etc.) - dm, dr, switch estimator, ips, are all special cases of this. SN-versions are also possible

Components

  • Python
  • Testing framework
  • C++
  • C#

Confidence interval
@marco-rossi29 marco-rossi29 mentioned this issue Jan 25, 2019
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@Shivanshmundra
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@marco-rossi29 Since I am interested in Contextual Bandits, Can I work this issue?
Also, Is this part of the project "Library of Contextual Estimators" in RL Open Source Fest?
Since IPS is already done, should I start with Pseudo IPS or DR?

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@marco-rossi29 @Shivanshmundra