Browsing SINTEF Open by Journals "IEEE Access"
Now showing items 21-25 of 25
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Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning
(Peer reviewed; Journal article, 2020)In this article, we explore the feasibility of applying proximal policy optimization, a state-of-the-art deep reinforcement learning algorithm for continuous control tasks, on the dual-objective problem of controlling an ... -
A Temporal Neural Network Model for Probabilistic Multi-Period Forecasting of Distributed Energy Resources
(Peer reviewed; Journal article, 2021)Probabilistic forecasts of electrical loads and photovoltaic generation provide a family of methods able to incorporate uncertainty estimations in predictions. This paper aims to extend the literature on these methods by ... -
A Tertiary Review on Blockchain and Sustainability With Focus on Sustainable Development Goals
(Peer reviewed; Journal article, 2022)Sustainable development is crucial to securing the future of humanity. Blockchain as a disruptive technology and a driver for social change has exhibited great potential to promote sustainable practices and help organizations ... -
Ultra-Wideband Radar-Based Activity Recognition Using Deep Learning
(Peer reviewed; Journal article, 2021)With recent advances in the field of sensing, it has become possible to build better assistive technologies. This enables the strengthening of eldercare with regard to daily routines and the provision of personalised care ... -
When the Decomposition Meets the Constraint Satisfaction Problem
(Peer reviewed; Journal article, 2020)This paper explores the joint use of decomposition methods and parallel computing for solving constraint satisfaction problems and introduces a framework called Parallel Decomposition for Constraint Satisfaction Problems ...