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Hyun-Jung Kim

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Conference Open access Sep 2026

Preference-Guided Multi-Policy Optimization for Flexible Job Shop Scheduling

PGMPO is proposed, a novel learning framework consisting of a simple but effective multi-policy modeling approach that allows a single network to represent multiple decision-makers, and a preference-driven model optimization method that effectively guides policies to learn diverse and specialized problem-solving strate...

Inguk Choi, Woo-Jin Shin, Sang-Hyun Cho et al. · 0 citations

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