Multi-level Explanation of Deep Reinforcement Learning-based Scheduling.
Shaojun ZhangChen WangAlbert Y. ZomayaPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- scheduling algorithm
- scheduling problem
- function approximation
- state space
- reinforcement learning algorithms
- learning algorithm
- optimal policy
- temporal difference
- markov decision processes
- round robin
- resource constraints
- multi layer
- dynamic scheduling
- parallel processors
- machine learning
- optimal control
- parallel machines
- dynamic programming
- learning process
- information systems
- learning classifier systems
- transfer learning
- supervised learning
- flexible manufacturing systems
- reinforcement learning methods
- multi agent reinforcement learning
- counter intuitive
- scheduling strategy
- robotic control