Offline Reinforcement Learning on D4RL Maze2D
155.8Return (UMaze)
HD
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.10 | 155.8 | - | - | - | - | - | - | 135.6 | 128.4 | 139.9 | - | - | |
2025.10 | 140.6 | - | - | - | - | - | - | 152 | 186.8 | 159.8 | - | - | |
2025.10 | 138.3 | - | - | - | - | - | - | 154.5 | 206.1 | 166.3 | - | - | |
2025.10 | 136.6 | - | - | - | - | - | - | 150.7 | 203.6 | 163.6 | - | - | |
2026.03 | 130.59 | - | - | - | - | - | - | 88.61 | 204.76 | 141.32 | - | 423.96 | |
2025.10 | 113.9 | - | - | - | - | - | - | 121.5 | 123 | 119.5 | - | - | |
2026.03 | 106.87 | - | - | - | - | - | - | 105.11 | 78.33 | 96.77 | - | 290.31 | |
2026.01 | 100.6 | - | - | - | 125.5 | 108.7 | 155.9 | 156 | 97.3 | 111.4 | 35.7 | - | |
2026.03 | 95.26 | - | - | - | - | - | - | 57.04 | 95.6 | 82.64 | - | 247.9 | |
2026.01 | 87.8 | - | - | - | 130.3 | 145.9 | 166.1 | 122.3 | 152.9 | 126.9 | 83 | - | |
2026.01 | 76.9 | - | - | - | 117.6 | 85.7 | 133.5 | 93.2 | 82.2 | 89.4 | 37 | - | |
2026.01 | 76.9 | - | - | - | 138 | 119.9 | 160 | 118 | 140 | 115.7 | 57 | - | |
2025.10 | 73.9 | - | - | - | - | - | - | 73.8 | 74.4 | 74 | - | - | |
2026.01 | 72.5 | - | - | - | 63.4 | 119.4 | 115.4 | 96.4 | 58.3 | 83.3 | 58 | - | |
2026.01 | 68.6 | - | - | - | 103.6 | 100.1 | 181.7 | 104.4 | 103.2 | 103.6 | 63.6 | - | |
2026.03 | 65.65 | - | - | - | - | - | - | 84.63 | 215.5 | 121.92 | - | 365.78 | |
2026.03 | 59.03 | - | - | - | - | - | - | 117.61 | 90.16 | 88.93 | - | 266.8 | |
2026.01 | 58.9 | - | - | - | 51.4 | 81.2 | 217.2 | 132 | 228.1 | 120.6 | 75.4 | - | |
2025.10 | 57.9 | - | - | - | - | - | - | 89.5 | 90.1 | 79.2 | - | - | |
2026.01 | 52.8 | - | - | - | 115.1 | 100.9 | 149.3 | 127.7 | 126.5 | 106.1 | 70.1 | - | |
2024.05 | 50.19 | - | - | - | - | - | - | 49.6 | 25.49 | 41.76 | - | - | |
2026.03 | 42.11 | - | - | - | - | - | - | 34.85 | 61.72 | 46.23 | - | 138.68 | |
2024.05 | 39.43 | - | - | - | - | - | - | 55.24 | 18.49 | 37.72 | - | - | |
2024.05 | 39.38 | - | - | - | - | - | - | 55.05 | 18.69 | 37.71 | - | - | |
2026.01 | 35.9 | - | - | - | 74.1 | 38 | 78.5 | 80.1 | 42.7 | 57.4 | 52.3 | - | |
2026.03 | 29.41 | - | - | - | - | - | - | 59.45 | 97.1 | 61.99 | - | 185.96 | |
2026.03 | 18.08 | - | - | - | - | - | - | 31.71 | 35.66 | 28.48 | - | 85.45 | |
2026.01 | 17.9 | - | - | - | 86.5 | 68.8 | 105.8 | 107.3 | 115.4 | 74.8 | 22.1 | - | |
2026.01 | 13.5 | - | - | - | 104.5 | 20.8 | 91.9 | 76.6 | 28.5 | 49.7 | 12.3 | - | |
2025.10 | 3.8 | - | - | - | - | - | - | 30.3 | 5 | 13 | - | - | |
2026.03 | -8.9 | - | - | - | - | - | - | 86.11 | 23.75 | 33.65 | - | 100.96 | |
2021.10 | - | -3.2 | -0.5 | -1.7 | -6.9 | 2.7 | -0.3 | - | - | - | - | - | |
2021.10 | - | 139.5 | 82.4 | 83.1 | 98.3 | 102.6 | 124 | - | - | - | - | - | |
2021.10 | - | 65.7 | - | 81 | - | - | 133 | - | - | - | - | - | |
2021.10 | - | - | 70.6 | - | - | - | - | - | - | - | - | - | |
2021.10 | - | - | - | - | 51.5 | - | - | - | - | - | - | - | |
2021.10 | - | - | - | - | - | 41.7 | - | - | - | - | - | - | |
2021.10 | - | 76.4 | 68.5 | 14.1 | - | 84.2 | - | - | - | - | - | - | |
2021.10 | - | - | - | - | 94.3 | - | - | - | - | - | - | - | |
2021.10 | - | - | - | - | - | - | 36.8 | - | - | - | - | - |