Introduction to Reinforcement Learning Using OpenAI Gym Environment

Description

Course Curriculum

Module: 1 Reinforcement Learning with OpenAI Gym – Tutorial Introduction (Part 1)

  • Reinforcement Learning with OpenAI Gym – Tutorial Introduction (Part 1)
    00:00

Module: 2 Reinforcement Learning Using OpenAI Gym – Hands-On Tutorial (Part 2)

Module: 3 Reinforcement Learning in OpenAI Gym – Q-Learning Implementation (Part 3)

Module: 4 Reinforcement Learning in OpenAI Gym – Monte Carlo Control with No Exploring Starts

Module: 5 Reinforcement Learning in OpenAI Gym – Off-Policy Monte Carlo Control Explained

Module: 6 Reinforcement Learning in OpenAI Gym – SARSA Algorithm Tutorial

Module: 7 Reinforcement Learning in OpenAI Gym – Double Q-Learning Explained

Module: 8 Implementing SARSA from Scratch Using Only NumPy

Module: 9 Q-Learning with Pure NumPy – Solving the Mountain Car Environment (Tutorial)

Free
Free access this course