Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning.
Alexander J. M. KellA. Stephen McGoughMatthew ForshawPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- function approximation
- united states
- model free
- learning algorithm
- multi agent
- learning process
- temporal difference learning
- supervised learning
- markov decision processes
- learning problems
- robotic control
- real world
- reinforcement learning algorithms
- belief nets
- reinforcement learning methods
- exploration exploitation tradeoff
- deep learning
- real robot
- transfer learning
- information systems
- genetic algorithm