Reinforcement Learning for Model-Free Power Management of Networked Microgrids.
Qianzhi ZhangKaveh DehghanpourZhaoyu WangPublished in: CoRR (2018)
Keyphrases
- model free
- power management
- reinforcement learning
- power consumption
- reinforcement learning algorithms
- function approximation
- temporal difference
- energy consumption
- data center
- energy efficiency
- energy saving
- rl algorithms
- multi agent
- state space
- reinforcement learning methods
- data sets
- dynamic programming
- learning algorithm
- database
- policy iteration
- policy evaluation
- average reward
- transfer learning
- optimal policy
- markov decision processes
- action selection
- response time
- supervised learning
- sensor networks
- wireless sensor networks
- learning process
- artificial neural networks
- training data
- databases