Essays about: "Offline Learning"
Showing result 1 - 5 of 61 essays containing the words Offline Learning.
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1. An Empirical Survey of Bandits in an Industrial Recommender System Setting
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE
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2. Transformer Offline Reinforcement Learning for Downlink Link Adaptation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Recent advancements in Transformers have unlocked a new relational analysis technique for Reinforcement Learning (RL). This thesis researches the models for DownLink Link Adaptation (DLLA). READ MORE
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3. Anomaly Detection for Network Traffic in a Resource Constrained Environment
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Networks connected to the internet are under a constant threat of attacks. To protect against such threats, new techniques utilising already connected hardware have in this thesis been proven to be a viable solution. READ MORE
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4. Pixels to Purls : Unravelling the Revival of Knitting in the Digital Age
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Denna studie utforskar återuppträdandet av stickning som en populär aktivitet och den roll som online-plattformar spelar för att stödja och upprätthålla denna trend. Genom intervjuer med stickare och analys av online-gemenskaper för stickning visar studien att stickning har upplevt en återkomst på grund av dess nostalgiska och terapeutiska drag, vilket främjar kreativitet, gemenskap och en känsla av samhörighet. READ MORE
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5. An efficient deep reinforcement learning approach to the energy management for a parallel hybrid electric vehicle
University essay from KTH/Skolan för industriell teknik och management (ITM)Abstract : In contemporary world, the global energy crisis and raise of greenhouse gas concentration in atmosphere necessitate the energy conservation and emission reduction. Hybrid electric vehicles (HEVs) can achieve great promise in reducing fuel consumption and greenhouse gas emissions by appropriate energy management strategies (EMSs). READ MORE
