most citedHybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism

19 citations · 20 across the 3 of their papers we have counts for

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cs.LG2025

BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization

Zijun Liao, Jinbiao Chen, Debing Wang +2

Neural Combinatorial Optimization (NCO) has emerged as a promising approach for NP-hard problems. However, prevailing RL-based methods suffer from low sample efficiency due to spar…