Hands-On Reinforcement Learning for Games

Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

Reinforcement Learning Algorithms with Python Andrea Lonza

ISBN: 978-1-78913-111-6

• Develop an agent to play CartPole using the OpenAI Gym interface
• Discover the model-based reinforcement learning paradigm
• Solve the Frozen Lake problem with dynamic programming
• Explore Q-learning and SARSA with a view to playing a taxi game
• Apply Deep Q-Networks (DQNs) to Atari games using Gym
• Study policy gradient algorithms, including Actor-Critic and REINFORCE
• Understand and apply PPO and TRPO in continuous locomotion environments
• Get to grips with evolution ...