REINFORCEMENT LEARNING INDUSTRIAL APPLICATIONS OF INTELLIGENT AGENTS - Brossura

Phil Winder

Brossura

ISBN 10: 9385889508 ISBN 13: 9789385889509

Riassunto

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcement and enable a machine to learn by itself. Author Phil Winder of Winder Research covers everything from basic building blocks to state-of-the-art practices. You'll explore the current state of RL, focus on industrial applications, learn numerous algorithms, and benefit from dedicated chapters on deploying RL solutions to production. This is no cookbook; doesn't shy away from math and expects familiarity with ML.

Dettagli dell?edizione

• ISBN 10: 9385889508
• ISBN 13: 9789385889509
• Rilegatura: Paperback
• Lingua: Inglese
• Contatto del produttore: non disponibile