Multi-Agent Inventory Management on Inventory Management Dec-Div (test)
48.8Relative Gap (Δ)InvAgent (w/ step desc)
Evaluation results
| Method | Links | |
|---|---|---|
| InvAgent (w/ step desc)Reasoning effort=High2026.02 | 48.8 | |
| AIM-RM (w/ RL log)Reasoning effort=High2026.02 | 50.9 | |
| InvAgent (w/o strategy)Reasoning effort=High2026.02 | 66.87 | |
| InvAgent (w/ strategy)Reasoning effort=High2026.02 | 68.07 | |
| AIM-RM (w/o RL log)Reasoning effort=High2026.02 | 80.48 | |
| InvAgent (w/ step desc and SS strategy)Reasoning effort=High2026.02 | 129.22 |