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Functional Reinforcement Learning in Scala.
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Functional RL in Scala

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Overview

Reinforcement Learning in Scala, the functional way.

I definitely don't need to go fully overboard... but the gold standard is to reimplement a bunch of this stuff:

https://github.com/ShangtongZhang/reinforcement-learning-an-introduction

in Scala.

Notes

Can we write the update steps in some interesting way? Like, you have a function that you pass an action to, and eventually it returns some reward? I think so!

Blog Series

This code supports the blog series on functional reinforcement learning.

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Want to contribute examples or use this stuff?

Inspiration

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License

Copyright 2019 Sam Ritchie.

Licensed under the Apache License, Version 2.0.

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