Reinforcement learning on graphs: A survey

Searching High-value Edges Attack sequence through deep Reinforcement learning

L Chen, L Wang, C Zeng, H Liu, J Chen - Knowledge-Based Systems, 2023 - Elsevier
It is of great significance to search high-value attack sequence in complex networks, which
help us easily destroy the harmful network such as crime network. Most research focuses on …
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Automated program improvement with reinforcement learning and graph neural networks

N Sukur, N Milošević, D Pracner, Z Budimac - Soft Computing, 2023 - Springer
Automated software transformations and the process of automated program repair and
improvement are an important aspect of modern software engineering practices. In this …
[PDF] techscience.cn

[PDF][PDF] Community Discovery Algorithm Based on Multi-Relationship Embedding

D Chen, M Nie, J Wang, D Wang - cdn.techscience.cn
Complex systems in the real world often can be modeled as network structures, and
community discovery algorithms for complex networks enable researchers to understand the …