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
Self Driving Cars