Reinforcement Learning based Scheduling Optimization Mechanism on Switches.
Xijia LuXingwei WangJie JiaXue WangMin HuangPublished in: ICPADS (2022)
Keyphrases
- reinforcement learning
- resource allocation
- optimal resource allocation
- multiple objectives
- optimization algorithm
- learning algorithm
- optimal control
- round robin
- state space
- optimization method
- markov decision processes
- robotic control
- dynamic optimization
- vehicle routing
- optimization process
- optimization problems
- global optimization
- function approximation
- resource constraints
- scheduling problem
- multi agent
- machine learning
- data sets
- computational model
- optimal solution
- objective function