Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer.
Gayathri KrishnamoorthyAnamika DubeyAssefaw H. GebremedhinPublished in: SmartGridComm (2021)
Keyphrases
- markov decision processes
- reinforcement learning
- model free
- reinforcement learning algorithms
- optimal policy
- state space
- dynamic programming
- function approximation
- data storage
- data driven
- optimization algorithm
- reward function
- real time
- learning algorithm
- multi agent
- data mining
- query optimization
- learning environment
- storage and retrieval
- action selection
- databases
- database
- storage devices
- policy search