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Evolutionary algorithms for optimising reinforcement learning policy approximation
Published 2020“…There is very limited research giving clear guidance on neural network structure in a RL (reinforcement learning) context, and grid search-like approaches require too many resources and do not always find good optima. In order to address these, and other, challenges associated with traditional parameter optimization methods, an evolutionary approach similar to that taken by Dufourq and Bassett (2017) for image classification tasks was used to find the optimal model architecture when training an agent that learns to play Atari Pong. …”
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Selection of bacterial species from wastewater for potential production of poly (γ-glutamic acid): isolation, characterisation and growth kinetics
Published 2022“…In an approach in which bioresource productivity is maximised, it is desirable to not only achieve water treatment to the desired standard, but at the same time to harness the value in these resources. Wastewaters are a source of nutrients such as carbon, nitrogen and phosphates. …”
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The application of decision support systems in the Eritrean public sector
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Co-expression of cellulase genes in Saccharomyces cerevisiae for cellulose degradation
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Developing call out criteria for South African helicopter services: A delphi study
Published 2019“…Background Helicopter Emergency Medical Services (HEMS) are an expensive resource that should be utilised efficiently to optimise the cost-benefit ratio. …”
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Single queue priority scheduler for video transmission in IEEE 802.11 networks
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Evaluation of the competitive performance of an indigenous eicosapentaenoic acid producing microalgal isolate
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Development of novel fertilizer manufacturing processes using human urine
Published 2023“…Over 20 years of research on how to integrate and normalize urine as a resource has been conducted, including topics such as source-separation, fertilizer effectivity, public perception, and logistics. …”
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A qualitative analysis of the incubation process in South African public business incubators : an internal perspective
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On the energy and separation efficiency of dense medium cyclone coal beneficiation processes
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Characterisation Of Environmental Pollution By Gc-Ms Analysis Of Polycyclic Aroma Tic Compounds In Water And Soil
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Leakage Characterisation in Bulk Pipes using Pressure Tests
Published 2020“…Nonetheless, the measured leakage rate together with the estimated leak characteristics provided valuable information on the pipeline conditions, making it possible to rank the pipelines according to the severity of their conditions, for optimal allocation of maintenance resources. Through practical tests, the study shows that pressure testing is an effective, simple and low cost technique to assess leakage in bulk pipelines. …”
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The feasibility of a commercial-scale recirculating aquaculture system integrating sea urchins (Tripneustes gratilla) and seaweed (Ulva)
Published 2025“…For a larger-scale context, this open-source software could easily be incorporated into various tools, such as a grading machine, to completely automate farm processes. …”
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An Ontology Framework for Addressing Cost Overrun through Risk Modeling: A Risk Path Approach
Published 2019“…Lack of contractor’s technical resources rank higher than that of contractor’s financial resources in terms of their effect on Risk events. …”
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