Policy Evaluation on BPIC real logs 2017
1,731.108Average KPI (Mπ)MDP-based RL method
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MDP-based RL methodvariant=sigQ12023.03 | 1,731.108 | 1,487.583 | |
| Offline Deep RL method (CQL)iterations=1002023.03 | 1,730.305 | 1,495.888 | |
| Offline Deep RL method (CQL)iterations=502023.03 | 1,714.804 | 1,469.534 | |
| MDP-based RL methodvariant=stepQ12023.03 | 1,713.294 | 1,420.352 | |
| MDP-based RL methodvariant=stepQ22023.03 | 1,709.773 | 1,426.082 | |
| customary policy2023.03 | 1,598.043 | 1,135.541 |