Continuous Control on HalfCheetah v5 (Return and Sparsity Metrics)
1.05Normalized Mean ReturnDS-TD3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DS-TD3Target Sparsity (TS%)=502026.02 | 1.05 | 0.4777 | 0.4965 | |
| RNM-TD3Target Sparsity (TS%)=50, N:M Pattern=4:82026.02 | 1.01 | 0.4892 | 0.4982 | |
| SSN-N:MTarget Sparsity (TS%)=50, N:M Pattern=2:42026.02 | 0.96 | 0.4892 | 0.4982 | |
| RLx2Target Sparsity (TS%)=502026.02 | 0.95 | 0.5 | 0.5 | |
| DS-TD3Target Sparsity (TS%)=752026.02 | 0.95 | 0.73 | 0.7484 | |
| RLx2Target Sparsity (TS%)=752026.02 | 0.92 | 0.75 | 0.75 | |
| RNM-TD3Target Sparsity (TS%)=75, N:M Pattern=1:42026.02 | 0.9 | 0.7339 | 0.7473 | |
| SSN-N:MTarget Sparsity (TS%)=75, N:M Pattern=1:42026.02 | 0.82 | 0.7339 | 0.7473 | |
| DS-TD3Target Sparsity (TS%)=87.52026.02 | 0.81 | 0.8523 | 0.8705 | |
| RLx2Target Sparsity (TS%)=87.52026.02 | 0.8 | 0.875 | 0.875 | |
| RNM-TD3Target Sparsity (TS%)=87.5, N:M Pattern=1:82026.02 | 0.72 | 0.8562 | 0.8718 | |
| SSN-N:MTarget Sparsity (TS%)=87.5, N:M Pattern=1:82026.02 | 0.68 | 0.8562 | 0.8718 |