Safe reinforcement learning for multi-energy management systems with known constraint functions.
Glenn CeustersLuis Ramirez CamargoRüdiger FrankeAnn NowéMaarten MessagiePublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- management system
- energy consumption
- function approximation
- reinforcement learning algorithms
- database management systems
- real time
- constraint solving
- multi agent
- learning algorithm
- machine learning
- least squares
- dynamic programming
- optimal policy
- markov decision processes
- energy minimization
- resource management
- energy efficiency
- model free
- database
- temporal difference learning
- robotic control