MILP Solving on Combinatorial Auction
0.77Geometric Mean Execution TimeIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ILApproach=Imitation Learning2023.06 | 0.77 | 2.37 | |
| TreeDQNLoss Function=Modified learning objective2023.06 | 0.79 | — | |
| TreeDQN (per)Experience Replay=Prioritized2023.06 | 0.8 | 1.03 | |
| TreeDQN (MSE)Loss Function=Standard MSE2023.06 | 0.81 | 1.86 | |
| FMSTS2023.06 | 0.82 | 7.47 | |
| tmdp+DFS2023.06 | 0.9 | 1.34 | |
| SCIP defaultConfiguration=Default2023.06 | 2.01 | — | |
| Strong BranchingStrategy=Strong Branching2023.06 | 3.36 | — |