Markov Decision Processes and Stochastic Positional Games: Optimal Control on Complex Networks

by Stefan Wolfgang Pickl and Dmiitrii Lozovanu

This book presents recent findings and results concerning the solutions of especially finite state-space Markov decision problems and determining Nash equilibria for related stochastic games with average and total expected discounted reward payoffs. In addition, it focuses on a new class of stochastic games: stochastic positional games that extend and generalize the classic deterministic positional games. It presents new algorithmic results on...

• Format: Hardcover
• Language: English
• ISBN: 3031401794
• ISBN13: 9783031401794
• Release Date: January 2024
• Publisher: Springer
• Length: 396 Pages
• Weight: 1.67 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"