State Abstraction on Corridor-Rooms-9
6Abstraction Size (≥ 90% Return)Tangle-Core
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tangle-Core2026.05 | 6 | 9 | 9 | 9 | |
| TOMA2026.05 | 10 | 14 | — | — | |
| METIS graph partitioningAlgorithm=balanced partitioning2026.05 | 12 | 24 | 41 | 85 | |
| Louvain community detectionAlgorithm=community detection2026.05 | 13 | 27 | 49 | 92 | |
| Spectral clusteringAlgorithm=normalized cut2026.05 | 14 | 28 | 45 | 88 | |
| DeepMDP2026.05 | 22 | 36 | 48 | — | |
| Bisimulation2026.05 | 47 | 84 | 132 | 157 |