Buffet Olivier və Sigaud Olivier
Janr:elektronika
Kitab dili:İngilis dili
Növ:PDF kitab
naşir:John Wiley & Sons Limited
Nəşr tarixi:08.12.2022
qiymət:$233.44
Baxışlar:24
Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as Reinforcement Learning problems. Written by experts in the field, this book provides a global view of current research using MDPs in Artificial Intelligence. It starts with an introductory presentation of the fundamental aspects of MDPs (planning in MDPs, Reinforcement Learning, Partially Observable MDPs, Markov games and the use of non-classical criteria). Then it presents more advanced research trends in the domain and gives some concrete examples using illustrative applications.