23 citations · 45 across the 7 of their papers we have counts for
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cs.LG2024★ 10 cited
Actor-Critic Physics-informed Neural Lyapunov Control
Jiarui Wang, Mahyar Fazlyab
Designing control policies for stabilization tasks with provable guarantees is a long-standing problem in nonlinear control. A crucial performance metric is the size of the resulti…
cs.NE2024★ 11 cited
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Haoran Ye, Jiarui Wang, Zhiguang Cao +5
The omnipresence of NP-hard combinatorial optimization problems (COPs) compels domain experts to engage in trial-and-error heuristic design. The long-standing endeavor of design au…