Benchmarking Reinforcement Learning Algorithms on Island Microgrid Energy Management.
Siyue ZhangSrinivasan NandakumarQuanbiao PanEzekiel YangRomain MignéLalitha SubramanianPublished in: ISGT Asia (2021)
Keyphrases
- energy management
- reinforcement learning algorithms
- reinforcement learning
- state space
- markov decision processes
- model free
- power consumption
- reinforcement learning problems
- power saving
- reinforcement learning methods
- learning algorithm
- electric vehicles
- temporal difference
- function approximation
- energy saving
- smart home
- markov chain
- reward function
- dynamic environments
- machine learning
- neural network
- wireless communication