K2D9
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Offline Reinforcement Learning | K2D9 1000-5-mid | NAUC95 | 4 | |
| Offline Reinforcement Learning | K2D9-1000-1 mid | NAUC93 | 4 | |
| Offline Reinforcement Learning | K2D9-500-5 mid | NAUC92 | 4 | |
| Offline Reinforcement Learning | K2D9 mid 500-1 | NAUC89 | 4 | |
| Offline Reinforcement Learning | K2D9 250-5 mid | NAUC82 | 4 | |
| Offline Reinforcement Learning | K2D9 250-1-mid | NAUC78 | 4 | |
| Reinforcement Learning target performance estimation | K2D9 1000-5-late | NAUC0.86 | 4 | |
| Reinforcement Learning target performance estimation | K2D9 late 1000-1 | NAUC80 | 4 | |
| Reinforcement Learning target performance estimation | K2D9 500-5-late | NAUC83 | 4 | |
| Reinforcement Learning target performance estimation | K2D9-500-1-late | NAUC75 | 4 | |
| Reinforcement Learning target performance estimation | K2D9 250-5-late | NAUC74 | 4 | |
| Reinforcement Learning target performance estimation | K2D9 250-1-late | NAUC39 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-1000-5 (complete) | NAUC96 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-500-5 (complete) | NAUC94 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-1000-5-early (test) | NAUC85 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-1000-1-early (test) | NAUC0.67 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-500-5-early (test) | NAUC0.74 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-250-5-early (test) | NAUC58 | 4 | |
| Offline In-Context Reinforcement Learning | K2D9-250-1-early (test) | NAUC38 | 4 |
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