Porosity prediction optimization on Additive Manufacturing (AM) process optimization dataset
288.65Final Convergence ValueDQN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DQNLearning Rate=1e-4, Buffer Size=1e6, Batch Size=322026.06 | 288.65 | — | |
| SACLearning Rate=3e-4, Buffer Size=1e6, Batch Size=2562026.06 | 312.45 | 1,293 | |
| PPOLearning Rate=3e-4, Batch Size=1282026.06 | 316.26 | 944 | |
| TD3Learning Rate=1e-3, Buffer Size=1e6, Batch Size=1282026.06 | 321.8 | 14 | |
| ABFE-SACLearning Rate=3e-4, Buffer Size=1e6, Batch Size=642026.06 | 322.79 | 14 |