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Teacher-Aware Evolution of Heuristic Programs from Learned Optimization Policies

A teacher-aware evolutionary framework uses learned optimization policies as behavioral teachers to evolve static executable heuristics, improving combinatorial optimization benchmarks without neural inference at deployment.

Minyu Chen, Song Qin, Ling-I Wu, Jianxin Xue and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5