Hands-on reinforcement learning with R : get up to speed with building self-learning systems using R 3.x /: get up to speed with building self-learning systems using R 3.x. (2019)

• Record Type: Book
• Further Information: Note: Giuseppe Ciaburro.
• Authors: Ciaburro, Giuseppe
• Contents: Table of ContentsOverview of Reinforcement Learning with RBuilding Blocks of Reinforcement LearningMarkov Decision Processes in ActionMulti-Armed Bandit ModelsDynamic programming for Optimal PoliciesMonte-Carlo Methods for PredictionTemporal Difference LearningReinforcement Learning in Game ApplicationsMAB for Financial EngineeringTD learning in HealthCareExploring Deep Reinforcement Learning methodsDeep Q learning Using KerasWhats Next?.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2019
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Reinforcement learning; R (Computer program language); Machine learning; Machine learning; R (Computer program language); Reinforcement learning; Electronic books
• Languages: English
• ISBNs: 9781789610468
• Related ISBNs: 178961046X; 9781789616712
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from title page (Safari, viewed May 20, 2020).
• 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.