Adaptive Dynamic Programming: Single and Multiple Controllers
| Autors principals: | , , |
|---|---|
| Autor corporatiu: | |
| Sumari: | XV, 271 p. 126 illus., 98 illus. in color. text |
| Idioma: | anglès |
| Publicat: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2019.
|
| Edició: | 1st ed. 2019. |
| Col·lecció: | Studies in Systems, Decision and Control,
166 |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-981-13-1712-5 |
| Format: | Electrònic eBook |
Taula de continguts:
- Part I: Preparation
- Introduction to optimal control and adaptive dynamic programming
- Neural networks implementation
- Part II: Optimal control for system with single controller
- Finite-time optimal control
- Multi-objective optimal control
- Multiple actor-critic optimal control via ADP
- Optimal control for complex-valued nonlinear systems
- Chaotic systems optimal tracking control
- Part III: Multi-player systems games
- Optimal control for unknown systems with disturbances
- Zero-sum differential games
- Non-Zero-Sum games
- Synchronization control for multi-agent games.