Uncovering and Mastering the Foundations of Reinforcement Learning
My venture into reinforcement learning (RL) was sparked by the captivating desire to train artificial intelligences to excel in the playful realm of video games. The dedicated course by Hugging Face served as the starting point for my exploration, guiding me through a diverse array of techniques, from fundamentals like Markov Decision Processes (MDP) to Deep Q-learning, all while delving into multi-agent systems or tools like Unity ML-Agents
Diving into Fundamentals: Markov Decision Processes (MDP) My journey commenced with grasping the theoretical foundations of reinforcement learning, focusing on MDPs.