State Value Estimation Coverage on RiverSwim
0.952Value Estimate State 1Model-based bootstrap with percentile CI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Model-based bootstrap with percentile CIn (number of episodes)=1000, Episode length (T)=502026.05 | 0.952 | 0.948 | 0.952 | 0.964 | 0.971 | 0.966 | |
| Model-based bootstrap with percentile CIn (number of episodes)=500, Episode length (T)=502026.05 | 0.95 | 0.953 | 0.956 | 0.97 | 0.98 | 0.896 | |
| Plug-in (CLT) CIn (number of episodes)=1000, Episode length (T)=502026.05 | 0.949 | 0.947 | 0.951 | 0.959 | 0.951 | 0.922 | |
| Model-based bootstrap with pivot CIn (number of episodes)=100, Episode length (T)=502026.05 | 0.948 | 0.957 | 0.959 | 0.946 | 0.804 | 0.629 | |
| Plug-in (CLT) CIn (number of episodes)=500, Episode length (T)=502026.05 | 0.948 | 0.952 | 0.952 | 0.964 | 0.945 | 0.822 | |
| Model-based bootstrap with pivot CIn (number of episodes)=1000, Episode length (T)=502026.05 | 0.947 | 0.946 | 0.952 | 0.972 | 0.942 | 0.927 | |
| Model-based bootstrap with pivot CIn (number of episodes)=500, Episode length (T)=502026.05 | 0.944 | 0.95 | 0.959 | 0.989 | 0.952 | 0.874 | |
| Model-based bootstrap with percentile CIn (number of episodes)=100, Episode length (T)=502026.05 | 0.937 | 0.938 | 0.946 | 0.905 | 0.669 | 0.362 | |
| Episodic bootstrap with percentile CIn (number of episodes)=1000, Episode length (T)=502026.05 | 0.931 | 0.933 | 0.936 | 0.943 | 0.944 | 0.936 | |
| Plug-in (CLT) CIn (number of episodes)=100, Episode length (T)=502026.05 | 0.929 | 0.929 | 0.922 | 0.899 | 0.603 | 0.405 | |
| Episodic bootstrap with pivot CIn (number of episodes)=1000, Episode length (T)=502026.05 | 0.921 | 0.922 | 0.935 | 0.95 | 0.909 | 0.891 | |
| Episodic bootstrap with percentile CIn (number of episodes)=500, Episode length (T)=502026.05 | 0.91 | 0.915 | 0.915 | 0.944 | 0.934 | 0.829 | |
| Episodic bootstrap with pivot CIn (number of episodes)=500, Episode length (T)=502026.05 | 0.906 | 0.912 | 0.926 | 0.957 | 0.898 | 0.818 | |
| Model-based bootstrap with percentile CIn (number of episodes)=50, Episode length (T)=502026.05 | 0.896 | 0.882 | 0.87 | 0.629 | 0.435 | 0.229 | |
| Model-based bootstrap with pivot CIn (number of episodes)=50, Episode length (T)=502026.05 | 0.873 | 0.856 | 0.794 | 0.664 | 0.494 | 0.374 | |
| Plug-in (CLT) CIn (number of episodes)=50, Episode length (T)=502026.05 | 0.849 | 0.81 | 0.777 | 0.619 | 0.358 | 0.315 | |
| Episodic bootstrap with pivot CIn (number of episodes)=100, Episode length (T)=502026.05 | 0.546 | 0.551 | 0.566 | 0.575 | 0.431 | 0.535 | |
| Episodic bootstrap with percentile CIn (number of episodes)=100, Episode length (T)=502026.05 | 0.515 | 0.519 | 0.53 | 0.512 | 0.476 | 0.228 | |
| Episodic bootstrap with pivot CIn (number of episodes)=50, Episode length (T)=502026.05 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Episodic bootstrap with percentile CIn (number of episodes)=50, Episode length (T)=502026.05 | 0 | 0 | 0 | 0 | 0 | 0 |