Offline Reinforcement Learning on Antmaze Medium play offline (target domain)
398.8Target Domain Score (Normalized)LoDADA
Evaluation results
| Method | Links | |
|---|---|---|
| LoDADAShift Level=Total2026.02 | 398.8 | |
| IQLShift Level=Total2026.02 | 378.8 | |
| OTDFShift Level=Total2026.02 | 360.4 | |
| IGDFShift Level=Total2026.02 | 352.4 | |
| DARAShift Level=Total2026.02 | 288.4 | |
| BOSAShift Level=Total2026.02 | 158.4 | |
| IQLShift Level=12026.02 | 76.4 | |
| IGDFShift Level=62026.02 | 74.8 | |
| LoDADAShift Level=62026.02 | 74.4 | |
| IQLShift Level=52026.02 | 73.6 | |
| LoDADAShift Level=32026.02 | 71.6 | |
| LoDADAShift Level=42026.02 | 71.6 | |
| OTDFShift Level=62026.02 | 70.8 | |
| OTDFShift Level=32026.02 | 69.6 | |
| LoDADAShift Level=22026.02 | 67.6 | |
| IQLShift Level=62026.02 | 66.8 | |
| IQLShift Level=32026.02 | 66.4 | |
| IGDFShift Level=32026.02 | 64.8 | |
| OTDFShift Level=22026.02 | 63.2 | |
| DARAShift Level=62026.02 | 62.8 | |
| LoDADAShift Level=52026.02 | 60.8 | |
| IGDFShift Level=12026.02 | 58 | |
| IGDFShift Level=42026.02 | 58 | |
| OTDFShift Level=12026.02 | 56.8 | |
| DARAShift Level=32026.02 | 56.4 | |
| OTDFShift Level=52026.02 | 55.2 | |
| IGDFShift Level=52026.02 | 54.4 | |
| LoDADAShift Level=12026.02 | 52.8 | |
| DARAShift Level=42026.02 | 52.8 | |
| DARAShift Level=12026.02 | 52.4 | |
| IQLShift Level=42026.02 | 48.8 | |
| IQLShift Level=22026.02 | 46.8 | |
| OTDFShift Level=42026.02 | 44.8 | |
| IGDFShift Level=22026.02 | 42.4 | |
| DARAShift Level=52026.02 | 34.4 | |
| BOSAShift Level=42026.02 | 34 | |
| BOSAShift Level=12026.02 | 33.6 | |
| BOSAShift Level=32026.02 | 30 | |
| DARAShift Level=22026.02 | 29.6 | |
| BOSAShift Level=22026.02 | 25.2 | |
| BOSAShift Level=52026.02 | 22.8 | |
| BOSAShift Level=62026.02 | 12.8 |