Multi-Agent Inventory Management on Inventory Management Const-Uni (test)
0Relative Gap (Delta)InvAgent (w/ step desc and SS strategy)
Evaluation results
| Method | Links | |
|---|---|---|
| InvAgent (w/ step desc and SS strategy)Reasoning effort=High2026.02 | 0 | |
| InvAgent (w/ step desc)Reasoning effort=High2026.02 | 3.33 | |
| AIM-RM (w/ RL log)Reasoning effort=High2026.02 | 19.33 | |
| AIM-RM (w/o RL log)Reasoning effort=High2026.02 | 36.67 | |
| InvAgent (w/o strategy)Reasoning effort=High2026.02 | 46.67 | |
| InvAgent (w/ strategy)Reasoning effort=High2026.02 | 190 |