Queue Scheduling on Wireless Network (test)
10.091Avg Queue LengthDQN-ASG
Evaluation Results
| Method | Links | |
|---|---|---|
| DQN-ASGArrival Rates={3, 1, 5}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 10.091 | |
| DQN-ASGArrival Rates={2, 3, 4}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 10.403 | |
| Max-WeightArrival Rates={3, 1, 5}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 10.895 | |
| Max-WeightArrival Rates={2, 3, 4}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 10.979 | |
| DQN-ASGArrival Rates={2, 2, 6}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 13.137 | |
| DQN-ASGArrival Rates={1, 7, 2}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 13.273 | |
| Max-WeightArrival Rates={2, 2, 6}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 13.774 | |
| Max-WeightArrival Rates={1, 7, 2}, Service Rates={12, 12, 12}, Training steps=120k2023.05 | 13.811 |