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Overview
Develop Artificial Intelligence Applications using Reinforcement Learning in Python. What you'll learn: The concepts and fundamentals of reinforcement learningThe main algorithms including Q-Learning, SARSA as well as Deep Q-Learning.How to formulate a problem in the context of reinforcement learning and MDP.Apply the learned techniques to some hands-on experiments and real world projects.Develop artificial intelligence applications using reinforcement learning. In this course we learn the concepts and fundamentals of reinforcement learning, it's relation to artificial intelligence and machine learning, and...
Syllabus
- Introduction
- Jump into Reinforcement Learning
- RL Algorithms
- Hands-on Project 1 - Maze Problem
- Hands-on Project 2 - Stock Trading
- Summary
Instructor
Mehdi Mohammadi
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