Abstract
This article examines mean-field-type game problems by means of a direct method. We provide various solvable examples beyond the classical linear-quadratic game problems. These include quadratic-quadratic games and games with power, logarithmic, sine square, hyperbolic sine square payoffs. Nonlinear state dynamics such as log-state, control-dependent regime switching, quadratic state, cotangent state, and hyperbolic cotangent state are considered. We identify equilibrium strategies and equilibrium payoffs in state-and-conditional mean-field type feedback form. It is shown that a simple direct method can be used to solve broader classes of nonquadratic mean-field-type games under jump-diffusion-regime switching Gauss-Volterra processes which include fractional Brownian motions and multifractional Brownian motions. We provide semiexplicit solutions to the fully cooperative, noncooperative nonzero-sum, and adversarial game problems.
Original language | English (US) |
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Article number | 8862869 |
Pages (from-to) | 2582-2597 |
Number of pages | 16 |
Journal | IEEE Transactions on Automatic Control |
Volume | 65 |
Issue number | 6 |
DOIs | |
State | Published - Jun 2020 |
Keywords
- Direct method
- mean-field-type games
- nonlinear
- nonquadratic systems
- risk-awareness
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science Applications
- Electrical and Electronic Engineering