Sutton, R. S. ; Barto, A. G.

[2020]
The MIT Press Cambridge, Massachusetts
ISBN: 9780262352703, 9780262039246

Cambridge, Massachusetts : The MIT Press, Adaptive computation and machine learning : Second edition, 1 Online-Ressource (xxii, 526 pages : illustrations, diagrams) ([2020])[2020]  

Abstract: "Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms."

Keyword(s): Reinforcement learning - textbooks ; Artificial Intelligence ; Textbook ; Machine learning - textbooks ; Deep learning ; AI ; Algorithms ; Algorithmic programming ; Lehrbuch ; Operant conditioning ; RL