PIANO: influence maximization meets deep reinforcement learning

• Main Authors: Li, Hui, Xu, Mengting, Bhowmick, Sourav S., Rayhan, Joty Shafiq, Sun, Changsheng, Cui, Jiangtao
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Deep Reinforcement Learning; Graph Embedding
• Online Access: https://hdl.handle.net/10356/163625
• Institution: Nanyang Technological University

Since its introduction in 2003, the influence maximization (IM) problem has drawn significant research attention in the literature. The aim of IM, which is NP-hard, is to select a set of k users known as seed users who can influence the most individuals in the social network. The state-of-the-art al...