Tag: Tutorial

Temporal Difference Learning in Python

Temporal-Difference Learning (or TD Learning) is quite important and novel thing around. It's the first time where you can really see some patterns emerging and everything is building upon a previous knowledge. Hop in for some theory and Python code.

Monte Carlo method in Python

In this post, we will explore our first reinforcement learning methods for estimating value. It's the first taste of real RL in this series. I bet you've heard the term Monte Carlo method before. Monte Carlo methods are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. - ...