Ring-DVFS: Reliability-Aware Reinforcement Learning-Based DVFS for Real-Time Embedded Systems.
Amir Yeganeh-KhaksarMohsen AnsariSepideh SafariSina Yari-KarinAlireza EjlaliPublished in: IEEE Embed. Syst. Lett. (2021)
Keyphrases
- reinforcement learning
- real time embedded systems
- power reduction
- power consumption
- state space
- machine learning
- dynamic programming
- function approximation
- markov decision processes
- learning algorithm
- supervised learning
- multi agent
- signal processing
- low cost
- action selection
- reinforcement learning algorithms
- reliability analysis
- robotic control
- image processing