02. A Guide to the Gym Toolkit

2. A Guide to the Gym Toolkit

• 2.1. Setting Up our Machine
  • 2.1.1. Installing Anaconda
  • 2.1.2. Installing the Gym Toolkit
  • 2.1.3. Common Error Fixes
• 2.2. Creating our First Gym Environment
  • 2.2.1. Exploring the Environment
  • 2.2.2. States
  • 2.2.3. Actions
  • 2.2.4. Transition Probability and Reward Function
• 2.3. Generating an episode
• 2.4. Classic Control Environments
  • 2.4.1. State Space
  • 2.4.2. Action Space
• 2.5. Cart Pole Balancing with Random Policy
• 2.6. Atari Game Environments
  • 2.6.1. General Environment
  • 2.6.2. Deterministic Environment
• 2.7. Agent Playing the Tennis Game
• 2.8. Recording the Game
• 2.9. Other environments
  • 2.9.1. Box 2D
  • 2.9.2. Mujoco
  • 2.9.3. Robotics
  • 2.9.4. Toy text
  • 2.9.5. Algorithms
• 2.10. Environment Synopsis