Inventory Management on Normal distribution demand CV_nor = 0.3
37,260Average RewardHybrid A3C-DPPO
Evaluation results
| Method | Links | |
|---|---|---|
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.852026.06 | 37,260 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.902026.06 | 33,900 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.952026.06 | 30,200 | |
| PPOTarget fill rate (beta_k,min)=0.852026.06 | 28,200 | |
| PPOTarget fill rate (beta_k,min)=0.902026.06 | 26,900 | |
| PPOTarget fill rate (beta_k,min)=0.952026.06 | 23,400 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.992026.06 | 22,800 | |
| DQNTarget fill rate (beta_k,min)=0.902026.06 | 20,600 | |
| PPOTarget fill rate (beta_k,min)=0.992026.06 | 19,900 | |
| DQNTarget fill rate (beta_k,min)=0.952026.06 | 17,300 | |
| DQNTarget fill rate (beta_k,min)=0.852026.06 | 14,100 | |
| DQNTarget fill rate (beta_k,min)=0.992026.06 | 12,200 | |
| (s,S)Target fill rate (beta_k,min)=0.902026.06 | 10,520 | |
| (s,S)Target fill rate (beta_k,min)=0.852026.06 | 10,500 | |
| (s,S)Target fill rate (beta_k,min)=0.952026.06 | 7,800 | |
| (s,S)Target fill rate (beta_k,min)=0.992026.06 | 5,200 |