AI Agent Learns to Escape (deep reinforcement learning)

AI Teaches Itself How to Escape! In this video an AI Warehouse agent named Albert learns how to escape 7 rooms I've designed. The AI was trained using Deep Reinforcement Learning, a method of Machine Learning which involves rewarding the agent for doing something correctly, and punishing it for doing anything incorrectly. Albert's actions are controlled by a Neural Network that's updated after each attempt in order to try to give Albert more rewards and less punishments over time. Everything in this video (except for the music) was created entirely by myself using Unity. Check the pinned com…