This page lists tutorial resources that were created by members of AutoRL.org

ECAI 2024

A comprehensive, practical guide from ECAI 2024 featuring Colab notebooks. This tutorial bridges theory and practice, covering RL primers and hyperparameter landscapes.

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AutoML 24

Presented at the AutoML Conference, this session explores advanced topics like Dynamic Algorithm Configuration (DAC) and the unique challenges of non-stationary RL landscapes.

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Summer School

An ideal starting point for newcomers. This recorded lecture provides a foundational overview of AutoRL, focusing on HPO and the core motivations for automation.

Watch on YouTube (45min)