Mastering Markov Decision Processes: A Practical RL Journey with OpenAI Gym

Title image: a colorful and imaginative scene where abstract characters are interacting with and navigating a complex and visually rich environment.

Introduction Reinforcement Learning (RL) is a powerful subset of machine learning where agents interact with an environment to hone their decision-making skills. At the core of RL lie Markov Decision Processes (MDPs), providing a mathematical structure to define states, actions, rewards, and the dynamics of how an environment transitions over time. OpenAI Gym has become […]