How Does ChatGPT Learn: Reinforcement Learning Explained

ChatGPT and AI are getting more and more powerful. Machines have beaten humans in chess, go, and even some video games like Dota. Some even write their emails and job advertisements with ChatGPT. But what is driving the progress? These advancements are all thanks to a technique called Reinforcement Learning.
This same technique allowed robots to walk, open doors, or even play soccer. It also allows ChatGPT to imitate us in a discussion. But what is this technique exactly?

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