AI RESEARCH
gym-invmgmt: An Open Benchmarking Framework for Inventory Management Methods
arXiv CS.LG
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ArXi:2605.11355v1 Announce Type: new Inventory-policy comparisons are often difficult to interpret because performance depends on the evaluation contract as much as on the policy itself. Differences in topology, demand regime, information access, feasibility constraints, shortage treatment, and Key Performance Indicator (KPI) definitions can change method rankings. We present gym-invmgmt, a Gymnasium-compatible extension of the OR-Gym inventory-management lineage for auditable cross-paradigm evaluation.