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08/18/2023
Modelling Electricity Consumption in Irish Dairy Farms Using Agent-Based Modelling
Dairy farming can be an energy intensive form of farming. Understanding ...
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08/17/2023
Reinforcement Learning for Battery Management in Dairy Farming
Dairy farming is a particularly energy-intensive part of the agriculture...
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07/26/2023
Evolving Multi-Objective Neural Network Controllers for Robot Swarms
Many swarm robotics tasks consist of multiple conflicting objectives. Th...
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06/20/2023
Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication
Evolutionary Algorithms and Deep Reinforcement Learning have both succes...
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04/27/2023
Inferring Preferences from Demonstrations in Multi-objective Reinforcement Learning: A Dynamic Weight-based Approach
Many decision-making problems feature multiple objectives. In such probl...
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03/12/2019
An "On The Fly" Framework for Efficiently Generating Synthetic Big Data Sets
Collecting, analyzing and gaining insight from large volumes of data is ...
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03/12/2019