Hybrid Reinforcement Learning for Optimizing Pump Sustainability in Real-World Water Distribution Networks.
Harsh PatelYuan ZhouAlexander P. LambShu WangJieliang LuoPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- real world
- water distribution networks
- data sets
- wide range
- long term
- function approximation
- synthetic data
- data mining
- real life
- state space
- optimal policy
- multi agent
- hybrid approaches
- supervised learning
- decision making
- decision makers
- least squares
- synthetic datasets
- temporal difference
- real robot
- multi agent reinforcement learning
- policy search
- real time