TY - GEN digital ID - 131867824 TI - Modern Trends in Controlled Stochastic Processes : Theory and Applications, V.III AU - Piunovskiy, Alexey AU - Zhang, Yi PY - 2021 SN - 9783030769284 9783030769291 9783030769307 9783030769277 PB - Cham Springer International Publishing DB - UniCat KW - Mathematics KW - Classical mechanics. Field theory KW - Artificial intelligence. Robotics. Simulation. Graphics KW - neuronale netwerken KW - fuzzy logic KW - cybernetica KW - KI (kunstmatige intelligentie) KW - dynamica UR - https://www.unicat.be/uniCat?func=search&query=sysid:131867824 AB - This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported. Topics covered in this book include theoretical results and numerical methods for Markov and semi-Markov decision processes, optimal stopping of Markov processes, stochastic games, problems with partial information, optimal filtering, robust control, Q-learning, and self-organizing algorithms. Real-life case studies and applications, e.g., queueing systems, forest management, control of water resources, marketing science, and healthcare, are presented. Scientific researchers and postgraduate students interested in stochastic optimal control,- as well as practitioners will find this book appealing and a valuable reference. . ER -