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Reinforcement Learning Overview

Learning by trial and reward — the paradigm behind game-playing AIs and the RLHF technique that made ChatGPT helpful.

  • 40 min lesson
  • intermediate level
  • Narrated presentation

What you’ll learn

  • Agent, environment, reward
  • Policy
  • Exploration vs. exploitation
  • Credit assignment
  • Q-learning and policy gradients
  • RLHF

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 1 video. You answer as you go, and the platform checks your work.

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