Tokamak
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tokamak rotation control | Tokamak (test) | Cumulative Return57.4 | 7 | |
| Tokamak density control | Tokamak (test) | Average Cumulative Return54 | 7 | |
| Tokamak beta_N control | Tokamak (test) | Average Cumulative Return88.7 | 7 | |
| Optimization | Tokamak | Avg Entropy S0.8174 | 6 | |
| BN and Rotation Tracking | Tokamak Real/Real realistic simulator | Score100 | 5 | |
| BN and Rotation Tracking | Tokamak Sim Real baseline realistic (train test) | Score83.71 | 5 | |
| BN and Rotation Tracking | Tokamak Sim Sim baseline simulator | Score100 | 5 | |
| BN Tracking | Tokamak Real/Real realistic simulator | Score100 | 5 | |
| BN Tracking | Tokamak Sim/Real baseline realistic (train test) | Tracking Score89.15 | 5 | |
| BN Tracking | Tokamak Sim/Sim baseline simulator | Score100 | 5 |
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