ResearchBenchmarksShelf Layout Optimization on Store Layout Evaluated with human trajectoriesFollow0.162Average Impulse Profit per Customer ($)RL0.0456240.0758370.106050.136263May 18, 2026Evaluation ResultsMethodMethodLinksAverage Impulse Profit per Customer ($)RLLayout=SuggestedLayout=Suggested2026.050.162HumanLayout=SuggestedLayout=Suggested2026.050.162TSPLayout=SuggestedLayout=Suggested2026.050.09PNNLayout=SuggestedLayout=Suggested2026.050.0501