518 citations
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Showing 2018 · cs.LGShow all
2 papers · 2 filters
cs.LG2018★ 3 cited
Effect of Hyper-Parameter Optimization on the Deep Learning Model Proposed for Distributed Attack Detection in Internet of Things Environment
Md Mohaimenuzzaman, Zahraa Said Abdallah, Joarder Kamruzzaman +1
This paper studies the effect of various hyper-parameters and their selection for the best performance of the deep learning model proposed in [1] for distributed attack detection i…
cs.LG2018★ 148 cited
A Multi-Objective Deep Reinforcement Learning Framework
Thanh Thi Nguyen, Ngoc Duy Nguyen, Peter Vamplew +3
This paper introduces a new scalable multi-objective deep reinforcement learning (MODRL) framework based on deep Q-networks. We develop a high-performance MODRL framework that supp…