State Abstraction on MiniGrid FourRooms 16x16
100ReturnGround truth (4 rooms)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ground truth (4 rooms)Abstract states=42026.05 | 100 | 100 | 100 | |
| Bisimulation (latent)Abstract states=382026.05 | 97.2 | — | — | |
| Tangle-coreAbstract states=42026.05 | 96.8 | 100 | 75 | |
| DeepMDP (latent)Abstract states=222026.05 | 95.8 | — | — | |
| Spectral clusteringAbstract states=42026.05 | 91.4 | 75 | 25 |