Delay Laxity-Based Scheduling with Double-Deep Q-Learning for Time-Critical Applications.
Xiangyu RenJiequ JiLin CaiPublished in: ICNP (2022)
Keyphrases
- critical path
- reinforcement learning
- scheduling algorithm
- scheduling problem
- multi agent
- cooperative
- function approximation
- learning algorithm
- communication delays
- state space
- dynamic scheduling
- flexible manufacturing systems
- packet scheduling
- real time database systems
- round robin
- resource constraints
- action selection
- model free
- stochastic approximation
- precedence relations
- td learning
- manufacturing systems
- resource allocation