Fair agent decision making on School admission continuous
0.02DisparityPOCAR (Oracle)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| POCAR (Oracle)Fairness Principle=Acc. Parity2026.05 | 0.02 | 1,338.92 | |
| SELLF (ours)Fairness Principle=Eq. Opp.2026.05 | 0.03 | 1,242.44 | |
| PPOFairness Principle=Acc. Parity2026.05 | 0.03 | 1,338.58 | |
| POCARFairness Principle=Acc. Parity2026.05 | 0.03 | 1,328.24 | |
| ELBERTFairness Principle=Acc. Parity2026.05 | 0.03 | 1,339.58 | |
| SELLF (ours)Fairness Principle=Acc. Parity2026.05 | 0.03 | 1,330.5 | |
| SELLF (Semi-sto.)Fairness Principle=Acc. Parity2026.05 | 0.04 | 1,313.18 | |
| SELLF (Semi-sto.)Fairness Principle=Eq. Opp.2026.05 | 0.05 | 1,279.22 | |
| FOCOPSFairness Principle=Acc. Parity2026.05 | 0.05 | 1,351.56 | |
| POCAR (Oracle)Fairness Principle=Eq. Opp.2026.05 | 0.06 | 1,259.46 | |
| FOCOPSFairness Principle=Eq. Opp.2026.05 | 0.12 | 1,353.64 | |
| SELLF (Semi-sto.)Fairness Principle=Quali. Parity2026.05 | 0.13 | 1,150.32 | |
| SELLF (ours)Fairness Principle=Quali. Parity2026.05 | 0.13 | 1,150.32 | |
| POCAR (Oracle)Fairness Principle=Quali. Parity2026.05 | 0.14 | 1,107.48 | |
| PPOFairness Principle=Eq. Opp.2026.05 | 0.15 | 1,338.58 | |
| POCARFairness Principle=Eq. Opp.2026.05 | 0.15 | 1,339.58 | |
| PPOFairness Principle=Quali. Parity2026.05 | 0.16 | 1,327.08 | |
| POCARFairness Principle=Quali. Parity2026.05 | 0.16 | 1,311.18 | |
| FOCOPSFairness Principle=Quali. Parity2026.05 | 0.16 | 1,341.86 | |
| ELBERTFairness Principle=Quali. Parity2026.05 | 0.16 | 1,337.88 | |
| ELBERTFairness Principle=Eq. Opp.2026.05 | 0.18 | 1,339.58 |