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Performance comparison of RMAL with other MARL algorithms.
| Algorithm | Final Avg. Reward | Convergence Time (slots) | SINR ≥ γ₀ (%) | Computation Overhead |
|---|---|---|---|---|
| RMAL (Ours) | 80 | 250 | 89.3 | Low |
| QMIX | 85 | 320 | 92.1 | Medium |
| MADQN | 78 | 400 | 87.6 | High |
| MAPPO | 90 | 350 | 94.2 | High |
