Gradient Estimation on 2D Point Mass Control
0.407Avg SEGenerator Gradient
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Generator Gradientn (dimension of theta)=1.15e72024.07 | 0.407 | 0.961 | |
| Pathwise Differentiationn (dimension of theta)=1.15e72024.07 | 0.466 | — | |
| Generator Gradientn (dimension of theta)=5.14e62024.07 | 0.6 | 0.926 | |
| Generator Gradientn (dimension of theta)=1.29e62024.07 | 0.729 | 0.914 | |
| Pathwise Differentiationn (dimension of theta)=5.14e62024.07 | 0.786 | — | |
| Pathwise Differentiationn (dimension of theta)=1.29e62024.07 | 0.935 | — | |
| Generator Gradientn (dimension of theta)=3.24e52024.07 | 0.965 | 0.902 | |
| Pathwise Differentiationn (dimension of theta)=3.24e52024.07 | 1.11 | — | |
| Pathwise Differentiationn (dimension of theta)=210022024.07 | 1.191 | — | |
| Generator Gradientn (dimension of theta)=210022024.07 | 1.205 | 0.903 | |
| Generator Gradientn (dimension of theta)=55022024.07 | 3.533 | 0.946 | |
| Pathwise Differentiationn (dimension of theta)=55022024.07 | 4.453 | — | |
| Generator Gradientn (dimension of theta)=1022024.07 | 5.253 | 0.971 | |
| Pathwise Differentiationn (dimension of theta)=10022024.07 | 5.71 | — | |
| Generator Gradientn (dimension of theta)=10022024.07 | 5.785 | 0.932 | |
| Pathwise Differentiationn (dimension of theta)=1022024.07 | 6.424 | — |