Hands-On Q-Learning with Python : Practical Q-learning with OpenAI Gym, Keras, and TensorFlow /: Practical Q-learning with OpenAI Gym, Keras, and TensorFlow. (2019)

• Record Type: Book
• Further Information: Note: Nazia Habib.
• Authors: Habib, Nazia
• Contents: Table of ContentsBrushing Up on Reinforcement Learning ConceptsGetting Started with the Q-Learning AlgorithmSetting Up Your First Environment with OpenAI GymTeaching a Smartcab to Drive Using Q-LearningBuilding Q-Networks with TensorFlowDigging Deeper into Deep Q-Networks with Keras and TensorFlowDecoupling Exploration and Exploitation in Multi-Armed BanditsFurther Q-Learning Research and Future ProjectsAssessments.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource (212 pages)
• Subjects: Computers -- Neural Networks; Computers -- Programming Languages -- Python; Programming & scripting languages: general; Machine learning; Neural networks & fuzzy systems; Computers -- Machine Theory; Mathematical theory of computation
• Languages: English
• ISBNs: 9781789345759; 1789345758
• Related ISBNs: 9781789345803
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.