Mohlo by sa vám tiež páčiť

Viac informácií o knihe Fuzzy Reinforcement Learning Based Controller Design

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 95 bodov

Anotácia knihy

This book aims at providing basic introduction about reinforcement learning (RL), application of RL as controller and introducing stability in RL. Q-learning is most widely used RL technique and is explained in detail in this book. In RL, "Curse of Dimensionality" is a major issue and author has used fuzzy inference system to handle this problem resulting in Fuzzy Q learning. Reinforcement learning works on exploitation and exploration policy and hence RL based controller may face stability issue. The main emphasis of this book is to introduce stability in RL based controller using Lyapunov theory. The proposed RL based controllers are simulated on various nonlinear systems including Inverted Pendulum and Robotic Manipulator.

Parametre knihy

Zaradenie knihy Knihy po nemecky Naturwissenschaften, Medizin, Informatik, Technik Technik Technik - Sonstiges

• Celý názov: Fuzzy Reinforcement Learning Based Controller Design
• Autor: Abhishek Kumar
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 56
• EAN: 9786204732015
• ISBN: 6204732013
• ID: 38615877
• Nakladateľ: LAP LAMBERT Academic Publishing
• Hmotnosť: 102 g
• Rozmery: 220 × 150 × 3 mm
• Dátum vydania: 29. December 2021

---

---

---