Safe reinforcement learning with self-improving hard constraints for multi-energy management systems.
Glenn CeustersMuhammad Andy PutratamaRüdiger FrankeAnn NowéMaarten MessagiePublished in: CoRR (2023)
Keyphrases
- hard constraints
- management system
- reinforcement learning
- soft constraints
- multi objective evolutionary
- cost function
- efficient computation
- graph cuts
- constraint satisfaction problems
- constraint violations
- search space
- constraint satisfaction
- correlation clustering
- machine learning
- constraint propagation
- markov random field
- state space
- penalty function
- multi objective
- image segmentation
- optimal policy
- database management systems
- multi criteria
- np hard
- computer vision
- neural network