Plasticity Measurement on Locomotion Tasks Aggregate (Ant, HalfCheetah, Humanoid) (train)
38.53Plasticity Score (IQM)Rand. Smooth-Leaky
Evaluation Results
| Method | Links | |
|---|---|---|
| Rand. Smooth-LeakyLR=0.0001, Optimal HP=C:0.1, P:1.0. Bounds: [0.01, 0.02]2025.09 | 38.53 | |
| SigmoidLR=0.00012025.09 | 33.01 | |
| Smooth-LeakyLR=0.0001, Optimal HP=C:0.5, P:2.0, α=0.12025.09 | 32.83 | |
| Swish (SiLU)LR=0.0001, Optimal HP=0.012025.09 | 31.3 | |
| PReLULR=0.0001, Optimal HP=Layer. α=0.652025.09 | 26.95 | |
| RReLULR=0.0001, Optimal HP=Bounds: [0.125, 0.333]2025.09 | 22.55 | |
| RationalLR=1e-05, Optimal HP=C, 5, 4, Leaky-ReLU2025.09 | 22.17 | |
| SeLULR=1e-05, Optimal HP=1.6732025.09 | 21.82 | |
| TanhLR=1e-052025.09 | 21.21 | |
| Deep FourierLR=1e-052025.09 | 17.66 | |
| GeLULR=0.0001, Optimal HP=1.02025.09 | 16.58 | |
| ReLULR=0.00012025.09 | 15.93 | |
| Leaky-ReLULR=1e-05, Optimal HP=0.82025.09 | 15.8 | |
| eLULR=1e-05, Optimal HP=1.02025.09 | 14.76 | |
| CeLULR=1e-05, Optimal HP=1.02025.09 | 14.31 | |
| CReLULR=1e-052025.09 | 12 | |
| SwiGLULR=0.00012025.09 | 7.81 |