GCN-based Reinforcement Learning Approach for Scheduling DAG Applications.
Julius RoederAndy D. PimentelClemens GrelckPublished in: AIAI (2) (2023)
Keyphrases
- reinforcement learning
- scheduling problem
- directed acyclic graph
- machine learning
- function approximation
- resource constraints
- resource allocation
- reinforcement learning algorithms
- model free
- learning process
- state space
- scheduling algorithm
- optimal control
- round robin
- dynamic programming
- markov decision processes
- robotic control
- preventive maintenance
- dynamic scheduling
- flexible manufacturing systems
- real time database systems
- temporal difference
- learning classifier systems
- least squares
- single machine
- multi agent
- information systems
- learning algorithm
- parallel machines
- temporal difference learning
- reinforcement learning methods
- real time
- scheduling strategy