Table 6 Experiment parameter settings
From: Research of 5G HUDN network selection algorithm based on Dueling-DDQN
Parameter name | Parameter value |
|---|---|
Initial exploration rate ε | 0.1 |
Learning rate α | 0.0002 |
Replay experience pool capacity N | 100,000 |
discount factor γ | 0.6 |
Number of macro-base stations | 1 |
Number of WLANs | 2 |
Number of micro-base stations | 5 |
Batch size | 128 |
Network parameter update frequency F | 100 |