Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search.
Xiangyu ZhangRohit ChintalaAndrey BernsteinPeter A. GrafXin JinPublished in: ACC (2021)
Keyphrases
- policy search
- reinforcement learning
- control problems
- continuous state
- reinforcement learning algorithms
- dynamic programming
- continuous action
- optimal control
- control system
- model free
- control strategies
- reward function
- state space
- control policy
- function approximation
- control policies
- policy gradient
- robot navigation
- robot control
- machine learning
- domain independent
- transfer learning
- heuristic search
- computational complexity