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Adaptive Dynamic Programming: Single and Multiple Controllers
This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are...
Asıl Yazarlar: | , , |
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Müşterek Yazar: | |
Materyal Türü: | e-Kitap |
Dil: | İngilizce |
Baskı/Yayın Bilgisi: |
Singapore :
Springer Nature Singapore :
2019.
Imprint: Springer, |
Edisyon: | 1st ed. 2019. |
Seri Bilgileri: | Studies in Systems, Decision and Control,
166 |
Konular: | |
Online Erişim: | Full-text access |
İçindekiler:
- 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.