Inventory Management on Poisson distribution demand lambda = 0.5
32,800Average RewardHybrid A3C-DPPO
Evaluation results
| Method | Links | |
|---|---|---|
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.852026.06 | 32,800 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.902026.06 | 30,900 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.952026.06 | 25,600 | |
| PPOTarget fill rate (beta_k,min)=0.852026.06 | 22,560 | |
| PPOTarget fill rate (beta_k,min)=0.902026.06 | 21,893 | |
| Hybrid A3C-DPPOTarget fill rate (beta_k,min)=0.992026.06 | 20,893 | |
| DQNTarget fill rate (beta_k,min)=0.852026.06 | 19,600 | |
| PPOTarget fill rate (beta_k,min)=0.952026.06 | 18,600 | |
| DQNTarget fill rate (beta_k,min)=0.902026.06 | 17,300 | |
| PPOTarget fill rate (beta_k,min)=0.992026.06 | 16,782 | |
| DQNTarget fill rate (beta_k,min)=0.952026.06 | 14,300 | |
| DQNTarget fill rate (beta_k,min)=0.992026.06 | 12,800 | |
| (s,S)Target fill rate (beta_k,min)=0.852026.06 | 6,900 | |
| (s,S)Target fill rate (beta_k,min)=0.902026.06 | 6,900 | |
| (s,S)Target fill rate (beta_k,min)=0.952026.06 | 5,100 | |
| (s,S)Target fill rate (beta_k,min)=0.992026.06 | 3,800 |