18 citations · 54 across the 14 of their papers we have counts for
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cs.DB2018★ 6 cited
Adaptive Pattern Matching with Reinforcement Learning for Dynamic Graphs
Hiroki Kanezashi, Toyotaro Suzumura, Dario Garcia-Gasulla +2
Graph pattern matching algorithms to handle million-scale dynamic graphs are widely used in many applications such as social network analytics and suspicious transaction detections…
cs.LG2018★ 2 cited
Directed Exploration in PAC Model-Free Reinforcement Learning
Min-hwan Oh, Garud Iyengar
We study an exploration method for model-free RL that generalizes the counter-based exploration bonus methods and takes into account long term exploratory value of actions rather t…