Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits

Neural Information Processing Systems 

The ultimate goal of multi-objective optimization (MO) is to assist human decisionmakers (DMs) in identifying solutions of interest (SOI) that optimally reconcile multiple objectives according to their preferences.

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