Time series

Duolingo Bandit Notifications

Introduced in A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications2020

About this Dataset

Replication datasets (200 million rows) used in experiments by Yancey & Settles (2020). (2019-06-11)

Source: A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications

Dataset Variants

Duolingo Bandit Notifications

Papers1

A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications

The Recovering Difference Softmax Algorithm is introduced to address the particular challenges of this problem domain, and used to successfully optimize millions of daily reminders for the online language-learning app Duolingo.

Tasks

EDIT

Multi-Armed Bandits

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Wiki

METR-LA

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Statistics

Papers

1

Tasks

32

Introduced

2020

License

CC BY-NC 4.0

Modalities

Time series