Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer.
Gayathri KrishnamoorthyAnamika DubeyPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- model free
- state space
- robotic control
- function approximation
- optimization algorithm
- optimal policy
- markov decision processes
- data storage
- storage requirements
- multi agent
- reinforcement learning algorithms
- storage space
- learning algorithm
- storage management
- storage and retrieval
- dynamical systems
- temporal difference
- query optimization
- query optimizer
- processing capabilities
- least squares
- genetic algorithm
- mass storage