Confidence Interval Coverage Estimation on Garnet environment (n=30, d=5, a=2, b=2, N=5 agents)
94.7CoverageEmpirical Bootstrap Quantiles (EQ)
Evaluation Results
| Method | Links | |
|---|---|---|
| Empirical Bootstrap Quantiles (EQ)T (Total iterations/samples)=10000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 94.7 | |
| Empirical Bootstrap Quantiles (EQ)T (Total iterations/samples)=14000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 94.6 | |
| Empirical Bootstrap Quantiles (EQ)T (Total iterations/samples)=6000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 94.1 | |
| Bootstrap Standard Deviation Intervals (SDB)T (Total iterations/samples)=14000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 94.1 | |
| Plug-in Gaussian Approximation (PE)T (Total iterations/samples)=14000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 94.1 | |
| Bootstrap Standard Deviation Intervals (SDB)T (Total iterations/samples)=10000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 93.8 | |
| Plug-in Gaussian Approximation (PE)T (Total iterations/samples)=10000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 93.8 | |
| Bootstrap Standard Deviation Intervals (SDB)T (Total iterations/samples)=6000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 93.6 | |
| Plug-in Gaussian Approximation (PE)T (Total iterations/samples)=6000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 93.1 | |
| Empirical Bootstrap Quantiles (EQ)T (Total iterations/samples)=2000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 78 | |
| Bootstrap Standard Deviation Intervals (SDB)T (Total iterations/samples)=2000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 77.3 | |
| Plug-in Gaussian Approximation (PE)T (Total iterations/samples)=2000, alpha (Nominal confidence level)=0.95, gamma_H (Local update schedule regime)=02026.05 | 75.4 |