Browsing Scientific Publications in Information and Communication Technology by Journals "Proceedings of the Northern Lights Deep Learning Workshop"
Now showing items 1-2 of 2
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Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples
(Peer reviewed; Journal article, 2022)In this article, we propose a novel algorithm for deep reinforcement learning named Expert Q-learning. Expert Q-learning is inspired by Dueling Q-learning and aims to incorporate semi-supervised learning into reinforcement ... -
Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks Models
(Peer reviewed; Journal article, 2022)Aquaponic systems provide a reliable solution to grow vegetables while cultivating fish (or other aquatic organisms) in a controlled environment. The main advantage of these systems compared with traditional soil-based ...