[LECTURE] Reinforcement Learning and the Q-Learning Algorithm
Introductory lecture on reinforcement learning and the Q-learning algorithm.
Google Colab: https://colab.research.google.com
Lecture Colab: https://colab.research.google.com/dri...
Reinforcement Learning: An Introduction (2nd Edition): http://incompleteideas.net/book/RLboo... (melhor livro do assunto, disponibilizado gratuitamente pelo próprio autor)
00:00 - Introduction
01:50 - Example and Environment
03:37 - Q-Learning
09:02 - Exploration
12:09 - Discount Factor
15:46 - Learning Rate
19:08 - Formula and examples
22:44 - Pseudocode
24:09 - Code