Optimizing Irrigation Scheduling Using Deep Reinforcement Learning.
Haoteng ZhaoLiping DiLiying GuoLi LinChen ZhangEugene YuHui LiPublished in: Agro-Geoinformatics (2023)
Keyphrases
- reinforcement learning
- scheduling problem
- function approximation
- scheduling algorithm
- state space
- markov decision processes
- round robin
- multi agent
- learning algorithm
- reinforcement learning algorithms
- resource allocation
- scheduling strategy
- flexible manufacturing systems
- deep learning
- exploration exploitation tradeoff
- supervised learning
- dynamic programming
- optimal control
- parallel machines
- learning process
- model free
- preventive maintenance
- real time database systems
- genetic algorithm
- optimal policy
- resource constraints
- learning problems
- response time