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Jul 2026

SCOPE: Synthetic Conditional Objectives for Policy Evolution in Black-Box Combinatorial Optimization

SCOPE reframes objective design as a mechanism for guiding policy exploration, enabling the search process to exploit observed evidence while maintaining structured diversity across discrete solution spaces and generalizes well across diverse combinatorial structures.

K. T. Nguyen, D. Nguyen, C. Lê et al. · 0 citations

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