State-Value Coverage Estimation on RiverSwim (mostly-right policy, T=50)
0.523V(s=1)Model-based bootstrap with percentile CI
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Model-based bootstrap with percentile CIn=5002026.05 | 0.523 | 0.526 | 0.524 | 0.528 | 0.5 | 0.526 | |
| Model-based bootstrap with pivot CIn=5002026.05 | 0.507 | 0.505 | 0.509 | 0.519 | 0.527 | 0.533 | |
| Plug-in (CLT) CIn=5002026.05 | 0.503 | 0.504 | 0.502 | 0.494 | 0.485 | 0.493 | |
| Model-based bootstrap with percentile CIn=10002026.05 | 0.495 | 0.491 | 0.494 | 0.501 | 0.503 | 0.515 | |
| Plug-in (CLT) CIn=10002026.05 | 0.487 | 0.485 | 0.492 | 0.498 | 0.499 | 0.496 | |
| Model-based bootstrap with pivot CIn=10002026.05 | 0.48 | 0.485 | 0.486 | 0.489 | 0.492 | 0.487 | |
| Episodic bootstrap with percentile CIn=10002026.05 | 0.474 | 0.467 | 0.47 | 0.482 | 0.469 | 0.467 | |
| Episodic bootstrap with percentile CIn=5002026.05 | 0.47 | 0.474 | 0.464 | 0.45 | 0.439 | 0.447 | |
| Episodic bootstrap with pivot CIn=5002026.05 | 0.465 | 0.467 | 0.454 | 0.445 | 0.452 | 0.437 | |
| Episodic bootstrap with pivot CIn=10002026.05 | 0.444 | 0.446 | 0.45 | 0.452 | 0.459 | 0.465 | |
| Model-based bootstrap with percentile CIn=1002026.05 | 0.434 | 0.434 | 0.443 | 0.447 | 0.448 | 0.163 | |
| Model-based bootstrap with pivot CIn=1002026.05 | 0.427 | 0.424 | 0.415 | 0.389 | 0.352 | 0.39 | |
| Plug-in (CLT) CIn=1002026.05 | 0.332 | 0.331 | 0.323 | 0.316 | 0.285 | 0.255 | |
| Model-based bootstrap with percentile CIn=502026.05 | 0.304 | 0.306 | 0.31 | 0.307 | 0.306 | 0.041 | |
| Model-based bootstrap with pivot CIn=502026.05 | 0.271 | 0.261 | 0.229 | 0.198 | 0.18 | 0.219 | |
| Episodic bootstrap with percentile CIn=1002026.05 | 0.24 | 0.241 | 0.239 | 0.236 | 0.237 | 0.14 | |
| Episodic bootstrap with pivot CIn=1002026.05 | 0.229 | 0.229 | 0.213 | 0.193 | 0.155 | 0.25 | |
| Plug-in (CLT) CIn=502026.05 | 0.195 | 0.195 | 0.186 | 0.184 | 0.185 | 0.161 | |
| Episodic bootstrap with pivot CIn=502026.05 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Episodic bootstrap with percentile CIn=502026.05 | 0 | 0 | 0 | 0 | 0 | 0 |