Adaptive Dynamic Programming: Single and Multiple Controllers
| Hauptverfasser: | , , |
|---|---|
| Körperschaft: | |
| Zusammenfassung: | XV, 271 p. 126 illus., 98 illus. in color. text |
| Sprache: | Englisch |
| Veröffentlicht: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2019.
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| Ausgabe: | 1st ed. 2019. |
| Schriftenreihe: | Studies in Systems, Decision and Control,
166 |
| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1007/978-981-13-1712-5 |
| Format: | Elektronisch Buch |
Inhaltsangabe:
- 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.