Scheduling of twin automated stacking cranes based on Deep Reinforcement Learning.
Xin JinNan MiWen SongQiqiang LiPublished in: Comput. Ind. Eng. (2024)
Keyphrases
- reinforcement learning
- container terminal
- scheduling algorithm
- function approximation
- semi automated
- model free
- round robin
- quay cranes
- scheduling problem
- computer aided
- temporal difference learning
- optimal policy
- automated analysis
- state space
- reinforcement learning algorithms
- temporal difference
- flexible manufacturing systems
- multi agent reinforcement learning
- combining multiple
- optimal design
- markov decision processes
- learning process
- learning algorithm
- data sets
- ensemble learning
- deep learning
- resource allocation
- response time
- dynamic scheduling
- multi agent
- manufacturing cell
- neural network