Tutorial
Offline Policy Evaluation Before You Touch the Plant
You cannot A/B test a water treatment plant. Here is how to decide whether an RL policy is worth deploying using only logged data from the incumbent controller.
blog
Blog
Three kinds of posts: implementation breakdowns of methods I actually run, paper summaries that compress a dense result into a five-minute read, and case studies on deploying ML against real industrial processes.
1 post