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Artificial Intelligence: Reinforcement Learning in Python

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Overview

Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications What you'll learn: Apply gradient-based supervised machine learning methods to reinforcement learningUnderstand reinforcement learning on a technical levelUnderstand the relationship between reinforcement learning and psychologyImplement 17 different reinforcement learning algorithmsUnderstand important foundations for OpenAI ChatGPT, GPT-4 Ever wondered how AI technologies like OpenAI ChatGPT and GPT-4 really work? In this course, you will learn the foundations of these groundbreaking applications.When people talk about artificial intelligence, they usually...

Syllabus

  • Welcome
  • Return of the Multi-Armed Bandit
  • High Level Overview of Reinforcement Learning
  • Markov Decision Proccesses
  • Dynamic Programming
  • Monte Carlo
  • Temporal Difference Learning
  • Approximation Methods
  • Interlude: Common Beginner Questions
  • Stock Trading Project with Reinforcement Learning


Artificial Intelligence: Reinforcement Learning in Python
Go to Class

via Udemy

14 hours 42 minutes

Certificate Available

English

On-Demand

Intermediate

Instructor

Lazy Programmer Team

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