Reinforcement Learning is a machine learning algorithm that is a ‘general purpose learner’ (with certain important caveats). It generated a lot of excitement with its…

# Tag: Reinforcement Learning

“Reinforcement Learning with Augmented Data,” (link) by Michael Laskin, et al introduces the idea of using data augmentation in Reinforcement Learning. Data augmentation is already…

This post is a continuation of my posts on Reinforcement Learning. In my previous posts, I talked up Reinforcement Learning as if it was a…

In my last post I explained mathematically how Q-Learning allows us to solve any Markov Decision Process without knowing the transition function. In my final post,…

In my last post I situated Reinforcement Learning in the family of Artificial Intelligence vs Machine Learning group of algorithms and then described how, at least…

What is Reinforcement Learning? “…reinforcement learning seems to be a general learning algorithm that can be applied to a variety of environments; it may even…