Tutorial Overview

This tutorial is technical, and intended for machine learning researchers who have already read our paper and are interested in writing their first Seldonian algorithm. Below we list the different parts of this tutorial.

1	Begin	Framework and Seldonian algorithm review.
2	Jump Ahead	Define a simple problem that we will create a Seldonian algorithm to solve in these tutorials.
3	Jump Ahead	Review the Seldonian algorithm that we will implement in this tutorial.
4	C++ Python	Set up our coding environment.
5	C++ Python	Implement the Safety Test mechanism.
6	C++ Python	Implement the Candidate Selection mechanism.
7	C++ Python	Create plots characterizing the behavior of the quasi-Seldonian algorithm you implemented.
8	Jump Ahead	Discuss advanced topics like more sophisticated interfaces and Seldonian reinforcement learning algorithms.