Quality Optimization of Adaptive Applications via Deep Reinforcement Learning in Energy Harvesting Edge Devices.
Fupeng ChenHeng YuWeixiong JiangYajun HaPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- reinforcement learning
- high quality
- state space
- machine learning
- optimization process
- global optimization
- energy consumption
- quality aware
- higher quality
- function approximation
- markov decision processes
- optimization problems
- edge detection
- embedded systems
- model free
- optimization algorithm
- optimization method
- dynamic programming
- evolutionary algorithm
- digital libraries
- learning algorithm
- distribution network
- force field
- battery powered
- genetic algorithm