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Finding key players in complex networks through deep reinforcement learning

Fan, CJ; Zeng, L; Sun, YZ; Liu, YY

Sun, YZ (corresponding author), Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90024 USA.; Liu, YY (corresponding author), Brigham & Womens Hosp, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA.; Liu, YY (corresponding author), Harvard Med Sch, Boston, MA 02115 USA.; Liu, YY (corresponding author), Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA.

NATURE MACHINE INTELLIGENCE, 2020; 2 (6): 317

Abstract

Finding an optimal set of nodes, called key players, whose activation (or removal) would maximally enhance (or degrade) a certain network functionalit......

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