QLearning

Understand the Q-Learning algorithm step by step, as well as the main components of any RL-based systemPhoto by DeepMind on UnsplashWe have all experienced a situation in which we have done something wrong, been punished for it, and this has made us not to do it again. In the same way, many times good actions are rewarded, encouraging us to repeat them on more occasions. Following this parallelism, Reinforcement Learning agents will take certain actions following a strategy/policy, and receive positive or negative…

Reinforcement LearningA detailed explanation of a Reinforcement Learning algorithm called Q-Learning with a step-by-step Python exampleReinforcement Learning (RL). Image by author.Reinforcement Learning (RL) is an exciting part of Machine Learning that helps us create intelligent agents capable of performing various tasks.In this series of articles, I dive deeper into different RL techniques and show you how to apply them using Python code. This time I cover Q-Learning (Q stands for quality), one of the most…