Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning.
Wen SongNan MiQiqiang LiJing ZhuangZhiguang CaoPublished in: IEEE Trans Autom. Sci. Eng. (2024)
Keyphrases
- reinforcement learning
- direct policy search
- stochastic approximation
- scheduling algorithm
- scheduling problem
- function approximation
- learning automata
- monte carlo
- control problems
- real time database systems
- visual attention
- state space
- parallel machines
- learning algorithm
- autonomous mental development
- robotic control
- continuous state spaces
- flexible manufacturing systems
- round robin
- stochastic optimization
- stochastic model
- temporal difference
- action selection
- resource constraints
- markov decision processes
- dynamic programming