Dynamic Computation Allocation on Display advertising dataset (offline)
0.911RS ScoreAWRQ-Mixer (MaRCA)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AWRQ-Mixer (MaRCA)Agent Type=Multi-Agent2025.12 | 0.911 | 97.26 | |
| QMIXAgent Type=Multi-Agent2025.12 | 0.902 | 96 | |
| Weighted QMIXAgent Type=Multi-Agent2025.12 | 0.9 | 95.65 | |
| VDNAgent Type=Multi-Agent2025.12 | 0.896 | 95.1 | |
| REM (RL-MPCA)Agent Type=Single-Agent2025.12 | 0.881 | 89.47 | |
| Averaged Ensemble-DQNAgent Type=Single-Agent2025.12 | 0.87 | 87.48 | |
| DRQNAgent Type=Single-Agent2025.12 | 0.862 | 86.82 | |
| DDQNAgent Type=Single-Agent2025.12 | 0.86 | 85.46 | |
| DQNAgent Type=Single-Agent2025.12 | 0.859 | 82.59 |