Reinforcement Learning on Procgen (test)
21.61BigFish Return
Sparse Masked Attention Policies
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21.61 | - | 8.84 | 30.74 | - | 9.11 | 46.38 | - | 5.41 | 4.12 | - | 6.76 | 10.95 | - | - | - | 8.73 | ||
2023.06 | 18.5 | 5 | 9.4 | 27.9 | 6.3 | 7.7 | 37 | - | 5.6 | 3.5 | 9.5 | 5.3 | 3.2 | 23.3 | 6.8 | 9.8 | 6.8 | |
2023.06 | 18.5 | 5.3 | 9.3 | 28.4 | 6.8 | 7.6 | 39.8 | - | 7.8 | 7.2 | 9.8 | 9.5 | 2.8 | 23.6 | 6.6 | 9.8 | 7.1 | |
2026.02 | 11.96 | - | 8.21 | 29.61 | - | 8.39 | 38.43 | - | 4.49 | 2.74 | - | 5.54 | 4.86 | - | - | - | 2.25 | |
2026.02 | 11.32 | - | 8.42 | 30.07 | - | 8.88 | 36.69 | - | 4.88 | 2.62 | - | 5.71 | 3.85 | - | - | - | 2.71 | |
2023.06 | 11.2 | 7 | 8.9 | 27.8 | 5.9 | 8.5 | 47.2 | - | 5.1 | 2.8 | 7.4 | 8.3 | 2.3 | 14.3 | 6.6 | 10.3 | 9.8 | |
2023.06 | 10.9 | 6.3 | 8.8 | 28 | 5.5 | 6.8 | 27.9 | - | 6.3 | 2.9 | 9.6 | 6.3 | 1.8 | 8.7 | 7.2 | 8.9 | 6.9 | |
2021.06 | 10.6 | 6 | 8.1 | 29 | 6.2 | 6.6 | 36.3 | 112.1 | - | - | - | - | - | - | - | - | - | |
2021.06 | 9.7 | 5.3 | 8.5 | 28.3 | 6.4 | 5 | 30.2 | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 9.6 | 5.6 | 8.5 | 28 | 5.9 | 5 | 35.3 | 105.3 | - | - | - | - | - | - | - | - | - | |
2023.06 | 9.2 | 5 | 8.6 | 27.6 | 6.2 | 4.8 | 30 | - | 6.3 | 3.5 | 9.2 | 6.3 | 4.2 | 8.3 | 6.6 | 7.8 | 6.3 | |
2021.06 | 8.2 | 5.8 | 8.1 | 29.5 | 5.4 | 5 | 33.6 | 100 | - | - | - | - | - | - | - | - | - | |
2021.06 | 6.6 | 4.4 | 6.8 | 25.6 | 6.2 | 3.8 | 26.9 | 85.6 | - | - | - | - | - | - | - | - | - | |
2023.06 | 6 | 5.7 | 8.8 | 26.2 | 6.7 | 4 | 31 | - | 8.3 | 7.4 | 8 | 5.9 | 2.9 | 5.5 | 6.6 | 7.7 | 3.6 | |
2023.06 | 5.99 | 6.36 | - | - | 6.64 | - | - | - | 8.33 | 6.91 | 9.48 | 6.29 | 3.84 | 6.91 | 6.75 | - | - | |
2023.06 | 5.5 | 2.6 | - | - | 6.4 | - | - | - | 6.78 | 4.42 | 0.8 | 2.6 | 4.58 | 4.2 | 4.9 | - | - | |
2023.06 | 4.9 | 4.9 | 7.3 | 16.4 | 5.4 | 4.4 | 3.2 | - | 6.6 | 4.5 | 1.1 | 2.6 | 1.9 | 4.4 | 4.4 | 0.5 | 3 | |
2021.06 | 4 | 5.1 | 8.5 | 26.7 | 5.8 | 4.9 | 24.7 | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 3.82 | 6.19 | - | - | 5.78 | - | - | - | 5.78 | 2.54 | 8.76 | 6.14 | 3.71 | 7.78 | 6.94 | - | - | |
2023.06 | 2.9 | 5.5 | 8.6 | 26.2 | 5.8 | 4.9 | 24.9 | - | 5.6 | 2.4 | 7.8 | 5.4 | 2.2 | 7.8 | 6.1 | 7.4 | 3.1 | |
2026.02 | 2.35 | - | 8.92 | 27.68 | - | 3.71 | 42.56 | - | 4.69 | 1.98 | - | 5.01 | 2.19 | - | - | - | 6.12 | |
2021.11 | - | - | - | - | - | - | - | 22 | - | - | - | - | - | - | - | - | - | |
2021.11 | - | - | - | - | - | - | - | 34.5 | - | - | - | - | - | - | - | - | - | |
2021.11 | - | - | - | - | - | - | - | 48.5 | - | - | - | - | - | - | - | - | - |