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Multi-Agent Inventory Management on Inventory Management Average (test)

134.53Avg Relative Gap (Δ)InvAgent (w/ step desc)
127.878172.779217.68262.581Feb 5, 2026

Evaluation results

MethodLinks
InvAgent (w/ step desc)Reasoning effort=High2026.02134.53
AIM-RM (w/ RL log)Reasoning effort=High2026.02150.74
AIM-RM (w/o RL log)Reasoning effort=High2026.02163.59
InvAgent (w/ strategy)Reasoning effort=High2026.02240.7
InvAgent (w/ step desc and SS strategy)Reasoning effort=High2026.02250.79
InvAgent (w/o strategy)Reasoning effort=High2026.02300.83