Digital Twin-Driven Reinforcement Learning Method for Marine Equipment Vehicles Scheduling Problem.
Xingwang ShenShimin LiuBin ZhouTao WuQi ZhangJinsong BaoPublished in: IEEE Trans Autom. Sci. Eng. (2024)
Keyphrases
- scheduling problem
- high accuracy
- reinforcement learning
- high precision
- synthetic data
- experimental evaluation
- real time
- machine learning
- preprocessing
- detection algorithm
- computational cost
- model free
- single machine
- segmentation method
- detection method
- clustering method
- support vector machine
- probabilistic model
- dynamic programming
- special case
- significant improvement
- search algorithm
- objective function
- learning algorithm
- neural network