Policy Learning on HIV dataset
6.063Estimated Expected OutcomeHarm-unaware policy
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Harm-unaware policycopula parameter rho=0.0, penalty coefficient beta=3.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=0.0, penalty coefficient beta=5.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=0.0, penalty coefficient beta=7.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=0.5, penalty coefficient beta=3.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=0.5, penalty coefficient beta=5.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=0.5, penalty coefficient beta=7.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=1.0, penalty coefficient beta=3.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=1.0, penalty coefficient beta=5.02026.05 | 6.063 | 26.8 | |
| Harm-unaware policycopula parameter rho=1.0, penalty coefficient beta=7.02026.05 | 6.063 | 26.8 | |
| Harm-aware policy learningcopula parameter rho=1.0, penalty coefficient beta=3.02026.05 | 5.701 | 13 | |
| Harm-aware policy learningcopula parameter rho=0.0, penalty coefficient beta=3.02026.05 | 5.324 | 12.2 | |
| Harm-aware policy learningcopula parameter rho=0.5, penalty coefficient beta=3.02026.05 | 5.317 | 12.6 | |
| Harm-aware policy learningcopula parameter rho=1.0, penalty coefficient beta=5.02026.05 | 5.246 | 11.3 | |
| Harm-aware policy learningcopula parameter rho=0.0, penalty coefficient beta=5.02026.05 | 5.112 | 8.1 | |
| Harm-aware policy learningcopula parameter rho=0.0, penalty coefficient beta=7.02026.05 | 5.095 | 6.5 | |
| Harm-aware policy learningcopula parameter rho=0.5, penalty coefficient beta=5.02026.05 | 5.085 | 10.9 | |
| Harm-aware policy learningcopula parameter rho=1.0, penalty coefficient beta=7.02026.05 | 5.066 | 7.7 | |
| Harm-aware policy learningcopula parameter rho=0.5, penalty coefficient beta=7.02026.05 | 4.901 | 6.5 | |
| Random policycopula parameter rho=0.0, penalty coefficient beta=3.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=0.0, penalty coefficient beta=5.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=0.0, penalty coefficient beta=7.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=0.5, penalty coefficient beta=3.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=0.5, penalty coefficient beta=5.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=0.5, penalty coefficient beta=7.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=1.0, penalty coefficient beta=3.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=1.0, penalty coefficient beta=5.02026.05 | 3.36 | 33.9 | |
| Random policycopula parameter rho=1.0, penalty coefficient beta=7.02026.05 | 3.36 | 33.9 | |
| Behavior policycopula parameter rho=0.0, penalty coefficient beta=3.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=0.0, penalty coefficient beta=5.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=0.0, penalty coefficient beta=7.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=0.5, penalty coefficient beta=3.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=0.5, penalty coefficient beta=5.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=0.5, penalty coefficient beta=7.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=1.0, penalty coefficient beta=3.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=1.0, penalty coefficient beta=5.02026.05 | 3.345 | 38.3 | |
| Behavior policycopula parameter rho=1.0, penalty coefficient beta=7.02026.05 | 3.345 | 38.3 |