Reinforcement Learning: Commercial and Intellectual Value

Lesson Description and Notes

Learn how businesses are using Reinforcement Learning to solve problems. Understand why academics see Deep RL as a step towards AGI.

In this tutorial, we feature a case study of how Google reduced their data center energy bills by 40% by using Deep Reinforcement Learning. We also look at how other industries are using Deep RL to solve business problems.

If you want to go deeper, here are the original news reports on the commercial use cases.

Data Center Energy Usage Reduction

Trading in Financial Markets

Managing Fleets of Trains

Stronger and More Realistic Game Bots

Warehouse Robots

Self Driving Cars

Complete and Continue