Action-Value Coverage Estimation on RiverSwim T=100
0.907Q*(1,0)Model-based bootstrap
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Model-based bootstrapn=500, CI Type=percentile2026.05 | 0.907 | 0.9 | 0.944 | |
| Model-based bootstrapn=1000, CI Type=percentile2026.05 | 0.897 | 0.903 | 0.918 | |
| Episodic bootstrapn=1000, CI Type=percentile2026.05 | 0.854 | 0.857 | 0.869 | |
| Episodic bootstrapn=500, CI Type=percentile2026.05 | 0.795 | 0.776 | 0.794 | |
| Model-based bootstrapn=100, CI Type=percentile2026.05 | 0.662 | 0.662 | 0.529 | |
| Plug-in (CLT) CIn=10002026.05 | 0.506 | 0.87 | 0.891 | |
| Plug-in (CLT) CIn=5002026.05 | 0.485 | 0.829 | 0.878 | |
| Model-based bootstrapn=1000, CI Type=pivot2026.05 | 0.479 | 0.819 | 0.865 | |
| Model-based bootstrapn=500, CI Type=pivot2026.05 | 0.469 | 0.743 | 0.821 | |
| Episodic bootstrapn=1000, CI Type=pivot2026.05 | 0.455 | 0.779 | 0.817 | |
| Episodic bootstrapn=500, CI Type=pivot2026.05 | 0.396 | 0.661 | 0.715 | |
| Plug-in (CLT) CIn=1002026.05 | 0.355 | 0.539 | 0.537 | |
| Model-based bootstrapn=100, CI Type=pivot2026.05 | 0.333 | 0.492 | 0.512 | |
| Episodic bootstrapn=100, CI Type=pivot2026.05 | 0 | 0 | 0 | |
| Episodic bootstrapn=100, CI Type=percentile2026.05 | 0 | 0 | 0 |