Hands-On Intelligent Agents with OpenAI Gym

Table of Contents

1. Introduction to Intelligent Agents and Learning Environments
2. Reinforcement Learning and Deep Reinforcement Learning
3. Getting Started with OpenAI Gym and Deep Reinforcement Learning
4. Exploring the Gym and its Features
5. Implementing your First Learning Agent
6. Implementing an Intelligent Agent for Optimal Control using Deep Q-Learning
7. Creating Custom OpenAI Gym Environments
8. Implementing an Intelligent & Autonomous Car Driving Agent using Deep Actor-Critic Algorithm
9. Exploring the Learning Environment Landscape
10. Exploring the Learning Algorithm Landscape