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Found 3 essays matching the above criteria.

1. 1. Improving sample-efficiency of model-free reinforcement learning algorithms on image inputs with representation learning

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Marko Guberina; Betelhem Dejene Desta; [2022-10-14]
   Keywords : sample-efficient reinforcement learning; state representation learning; unsupervised learning; autoencoder;

   Abstract : Reinforcement learning struggles to solve control tasks on directly on images. Performance on identical tasks with access to the underlying states is much better. READ MORE

3. 2. Big Data Workflows: DSL-based Specification and Software Containers for Scalable Execution

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Yared Dejene Dessalk; [2020]
   Keywords : Big Data workflow; Domain-specific language; Software container; Message­ oriented middleware; Scalable execution; Big Data-arbetsflode; Doman-specifikt sprak; Programvarubehallare; Meddelande-orienterad mellanprogramvara; Skalbar korning;

   Abstract : Big Data workflows are composed of multiple orchestration steps that perform different data analytics tasks. These tasks process heterogeneous data using various computing and storage resources. READ MORE

4. 3. Techno-Economic Assesment of Parabolic Trough Steam Generation for Hospital

   University essay from KTH/Energiteknik

   Author : Dejene Assefa Hagos; [2011]
   Keywords : Hospital; steam generation; parabolic trough; oil fired boiler;

   Abstract : Hospitals are one of the most energy consuming centers in which thermal energy is utilized for different medical equipments and others. Sterilizers, laundry and kitchens are the main thermal energy utilizing equipments. In addition, large amount of hot water is utilized mainly for showering and dish washing. READ MORE