Inventory Management on Gamma distribution demand CV_gamma = 0.71
34,600Average RewardHybrid A3C-DPPO
Evaluation results
| Method | Links | |
|---|---|---|
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.852026.06 | 34,600 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.902026.06 | 32,400 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.952026.06 | 28,800 | |
| PPOTarget fill rate (beta_k,min)=0.852026.06 | 26,900 | |
| PPOTarget fill rate (beta_k,min)=0.902026.06 | 23,100 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.992026.06 | 22,800 | |
| PPOTarget fill rate (beta_k,min)=0.952026.06 | 20,800 | |
| PPOTarget fill rate (beta_k,min)=0.992026.06 | 17,400 | |
| DQNTarget fill rate (beta_k,min)=0.952026.06 | 16,600 | |
| DQNTarget fill rate (beta_k,min)=0.902026.06 | 13,900 | |
| DQNTarget fill rate (beta_k,min)=0.992026.06 | 13,500 | |
| DQNTarget fill rate (beta_k,min)=0.852026.06 | 12,780 | |
| (s,S)Target fill rate (beta_k,min)=0.852026.06 | 9,780 | |
| (s,S)Target fill rate (beta_k,min)=0.902026.06 | 9,780 | |
| (s,S)Target fill rate (beta_k,min)=0.952026.06 | 5,890 | |
| (s,S)Target fill rate (beta_k,min)=0.992026.06 | 4,200 |