POMDP Abstraction on GridWorld 3 x 3
0Validation ErrorTruncation (d=1)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Truncation (d=1)epsilon=0.3, m=1, T=22026.03 | 0 | 0 | 0.01 | 9 | |
| Belief-distanceepsilon=0.3, m=1, T=22026.03 | 0 | 5.2 | 0.02 | 9 | |
| Truncation (d=1)epsilon=0.5, m=1, T=22026.03 | 0 | 0 | 0.01 | 9 | |
| Random partitionepsilon=0.3, m=1, T=22026.03 | 7.7 | 16.3 | 0.01 | 3.7 | |
| ε-quotientepsilon=0.3, m=1, T=22026.03 | 9.9 | 9.2 | — | 4 | |
| Belief-distanceepsilon=0.5, m=1, T=22026.03 | 9.9 | 11.1 | 0.02 | 6 | |
| Bisimulationepsilon=0.3, m=1, T=22026.03 | 10.4 | 16.6 | 0.1 | 3 | |
| ε-quotientepsilon=0.5, m=1, T=22026.03 | 10.4 | 16.6 | — | 3 | |
| Random partitionepsilon=0.5, m=1, T=22026.03 | 10.4 | 16.6 | 0.01 | 3 | |
| Bisimulationepsilon=0.5, m=1, T=22026.03 | 10.4 | 16.6 | 0.1 | 3 |