Model-Free Real-Time Autonomous Control for a Residential Multi-Energy System Using Deep Reinforcement Learning.
Yujian YeDawei QiuXiaodong WuGoran StrbacJonathan WardPublished in: IEEE Trans. Smart Grid (2020)
Keyphrases
- model free
- reinforcement learning
- real time
- autonomous control
- reinforcement learning algorithms
- energy consumption
- function approximation
- adaptive control
- policy iteration
- temporal difference
- wireless sensor networks
- energy saving
- policy evaluation
- rl algorithms
- reinforcement learning methods
- function approximators
- machine learning
- control system
- state space
- genetic programming
- feedback control
- multi objective
- impedance control
- temporal difference learning
- transfer learning
- linear combination
- training data
- neural network