Multi-Agent Inventory Management on Inventory Management Dec-Uni (test)
177.78Relative GapInvAgent (w/o strategy)
Evaluation results
| Method | Links | |
|---|---|---|
| InvAgent (w/o strategy)Reasoning effort=High2026.02 | 177.78 | |
| AIM-RM (w/o RL log)Reasoning effort=High2026.02 | 185.33 | |
| AIM-RM (w/ RL log)Reasoning effort=High2026.02 | 188.89 | |
| InvAgent (w/ step desc)Reasoning effort=High2026.02 | 206.67 | |
| InvAgent (w/ step desc and SS strategy)Reasoning effort=High2026.02 | 342.22 | |
| InvAgent (w/ strategy)Reasoning effort=High2026.02 | 666.67 |