Zone scheduling optimization of pumps in water distribution networks with deep reinforcement learning and knowledge-assisted learning.
Jiahui XuHongyuan WangJun RaoJingcheng WangPublished in: Soft Comput. (2021)
Keyphrases
- reinforcement learning
- assisted learning
- water distribution networks
- domain knowledge
- knowledge based systems
- learning algorithm
- function approximation
- knowledge acquisition
- global optimization
- learning systems
- optimal policy
- learned knowledge
- solving problems
- knowledge sharing
- scheduling problem
- expert systems
- multi agent
- domain experts
- design process
- scheduling algorithm
- prior knowledge
- vehicle routing
- knowledge base