Offline Behavior Distillation on D4RL Walker2D medium
84Normalized ReturnOffRL (Whole)
Evaluation results
| Method | Links | |
|---|---|---|
| OffRL (Whole)Dataset=Whole offline dataset, Algorithm=Cal-QL2025.12 | 84 | |
| BC (Whole)Dataset=Whole offline dataset2025.12 | 65.9 | |
| SDWNsyn=256, tau=0.12025.12 | 42.5 | |
| Av-PBCNsyn=2562025.12 | 39.5 | |
| PBCNsyn=2562025.12 | 33.2 | |
| DBCNsyn=2562025.12 | 29.3 | |
| Rand (Dreal)Selection=Random, Source=Dreal, Nsyn=2562025.12 | 17.1 | |
| Rand (Doff)Selection=Random, Source=Doff, Nsyn=2562025.12 | 4.9 |