Hands-On Q-Learning with Python

With Hands-On Q-Learning with Python, understand Q-learning algorithms to train neural networks using Markov Decision Process (MDP). Study practical deep reinforcement learning using Q-Networks. (Limited-time offer)

Table of Contents

• Brushing Up on Reinforcement Learning Concepts
• Getting Started with the Q-Learning Algorithm
• Setting Up Your First Environment with OpenAI Gym
• Teaching a Smartcab to Drive Using Q-Learning
• Building Q-Networks with TensorFlow
• Digging Deeper into Deep Q-Networks with Keras and TensorFlow
• Decoupling Exploration and Exploitation in Multi-Armed Bandits
• Further Q-Learning Research and Future Projects

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