Deep Reinforcement Learning: Hands-on AI Tutorial in Python

Deep Reinforcement Learning: Hands-on AI Tutorial in Python

In this course we learn the concepts and fundamentals of reinforcement learning, it's relation to artificial intelligence and machine learning, and how we can formulate a problem in the context of reinforcement learning and Markov Decision Process. We cover different fundamental algorithms including Q-Learning, SARSA as well as Deep Q-Learning. We present the whole implementation of two projects from scratch with Q-learning and Deep Q-Network.

Develop Artificial Intelligence Applications using Reinforcement Learning in Python.

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What you will learn

• The concepts and fundamentals of reinforcement learning
• The 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.

Rating: 4

Level: Intermediate Level

Duration: 4 hours

Instructor: Mehdi Mohammadi