Continual Reinforcement Learning on Meta-World MT5 (final)
0.166AFSRP&C
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| P&CCategory=Distillation-based2026.06 | 0.166 | 0.034 | 0.312 | 0.16 | |
| Nash-MTLCategory=Multi-skill coordination2026.06 | 0.18 | 0.02 | 0.985 | 0.295 | |
| EWCCategory=Stability-constrained2026.06 | 0.21 | 0.021 | 0.719 | 0.229 | |
| A-GEMCategory=Stability-constrained2026.06 | 0.229 | 0.023 | 0.949 | 0.404 | |
| CLEARCategory=Replay-based2026.06 | 0.229 | 0.003 | 0.949 | 0.347 | |
| PCGradCategory=Multi-skill coordination2026.06 | 0.237 | 0.016 | 0.046 | 0.288 | |
| CompoNetCategory=Multi-skill coordination2026.06 | 0.257 | 0.048 | 0.012 | 0.477 | |
| DERCategory=Replay-based2026.06 | 0.323 | 0.106 | 0.836 | 0.214 | |
| R&DCategory=Distillation-based2026.06 | 0.353 | 0.123 | 0.7 | 0.504 | |
| Sleeping RobotsCategory=Ours2026.06 | 0.578 | 0.245 | 0.28 | 0.767 |