ViZDoom 15: Introduction to entropy regularization. Maths!
Channel: RL Hugh
Date: 2022-07-27

We go over the maths for entropy regularization, using graphs, matplotlib, 3-d graphs, and pytorch.

This is part of a series where we get the computer to learn to play Doom FPS, using reinforcement learning, https://www.youtube.com/playlist?list=PLdBvOJzNTtDUO4UC7R6N6_H-TFa78dka1 . We are using ViZDoom to control the Doom game from Python. We are using the PyTorch deep  learning framework to build a neural network that will learn. The neural network contains a convolutional neural network, which will see what we see, and then can control the game.