Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations.
Manuel SageMartin StaniszewskiYaoyao Fiona ZhaoPublished in: ICCAD (2023)
Keyphrases
- reinforcement learning
- expert systems
- function approximation
- storage requirements
- learning algorithm
- model free
- state space
- data driven
- temporal difference learning
- storage space
- data storage
- temporal difference
- reinforcement learning algorithms
- dynamic programming
- function approximators
- battery powered
- storage management
- policy search
- neural network
- storage and retrieval
- file system
- learning process
- rule based systems
- action selection
- optimal policy
- low cost
- economic development
- fuzzy logic
- transition model
- knowledge base
- machine learning