Tetris Game Play on Tetris 100 episodes (test)
1.48Mean ScoreMask + Heur (H=4)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Mask + Heur (H=4)Constraint=mask, Rerank=heuristic, H (Horizon)=4, K (Candidates)=642026.03 | 1.48 | 0 | 27.3 | 38 | 1,663 | 45.2 | 0 | 0 | |
| Mask + HeurConstraint=mask, Rerank=heuristic, H (Horizon)=8, K (Candidates)=642026.03 | 0.89 | 0 | 25.9 | 28 | 2,761 | 46.3 | 0 | 0 | |
| Mask + HybridConstraint=mask, Rerank=hybrid, H (Horizon)=8, K (Candidates)=642026.03 | 0.89 | 0 | 25.5 | 29 | 2,832 | 46.2 | 0 | 0 | |
| Mask + Heur (K=32)Constraint=mask, Rerank=heuristic, H (Horizon)=8, K (Candidates)=322026.03 | 0.44 | 0 | 25.1 | 16 | 1,364 | 47.3 | 0 | 0 | |
| Mask + Heur (K=16)Constraint=mask, Rerank=heuristic, H (Horizon)=8, K (Candidates)=162026.03 | 0.31 | 0 | 24.4 | 12 | 677 | 47.5 | 0 | 0 | |
| Mask + DQN (H=8)Constraint=mask, Rerank=dqn, H (Horizon)=8, K (Candidates)=642026.03 | 0.14 | 0 | 23.5 | 7 | 2,492 | 48.5 | 17.59 | 36.6 | |
| Mask + DQN (H=4)Constraint=mask, Rerank=dqn, H (Horizon)=4, K (Candidates)=642026.03 | 0.14 | 0 | 22.8 | 7 | 1,564 | 46.8 | 11.47 | 24.6 | |
| No Mask + HeurConstraint=none, Rerank=heuristic, H (Horizon)=8, K (Candidates)=642026.03 | 0.13 | 0 | 16 | 5 | 521 | 0 | 0 | 0 |