Essays about: "David Yu"
Found 3 essays containing the words David Yu.
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1. Domain Knowledge and Representation Learning for Centroid Initialization in Text Clustering with k-Means : An exploratory study
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Text clustering is a problem where texts are partitioned into homogeneous clusters, such as partitioning them based on their sentiment value. Two techniques to address the problem are representation learning, in particular language representation models, and clustering algorithms. READ MORE
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2. A study of the exploration/exploitation trade-off in reinforcement learning : Applied to autonomous driving
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : A world initiative was set in motion for decreasing the amount of traffic accidents. Autonomous driving is a field which contributes to the initiative. Following report examines exploration/exploitationtrade-off in reinforcement learning applied to decision making in autonomous driving. READ MORE
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3. Perceptual evaluation of plausibility of virtual furniture layouts
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As realistic virtual environments become more important, it is interesting to examine procedural generation. In this work, plausibility of virtual furniture layouts was evaluated in a perceptual study comparing layouts by a professional human interior designer with layout variants rearranged by a C# algorithm. READ MORE
