Reinforcement Learning base DR Method for ESS SoC Optimization and Users Satisfaction.
Yong Hee ParkSeong Gon ChoiPublished in: ICACT (2022)
Keyphrases
- reinforcement learning
- optimization algorithm
- dynamic programming
- high accuracy
- support vector machine
- high precision
- optimization process
- optimization method
- experimental evaluation
- objective function
- computational complexity
- preprocessing
- cost function
- synthetic data
- optimization procedure
- convergence rate
- evolution strategy
- low power
- neural network
- detection method
- support vector machine svm
- probabilistic model
- significant improvement
- pairwise
- feature space
- similarity measure