A novel continual reinforcement learning-based expert system for self-optimization of soft real-time systems.
Zafar MasoodJiangbin ZhengIdrees AhmadChai DongdongWasif ShabbirMuhammad IrfanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- real time systems
- expert systems
- reinforcement learning
- real time
- distributed systems
- embedded systems
- real time database systems
- mission critical
- knowledge acquisition
- object oriented programming language
- function approximation
- machine learning
- model free
- artificial intelligence
- timing constraints
- real time databases
- state space
- markov decision processes
- knowledge representation
- dynamic programming
- case study
- learning algorithm