Essays about: "Pointer Networks"

Found 3 essays containing the words Pointer Networks.

1. 1. Kombinatorisk Optimering med Pointer Networks och Reinforcement Learning

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Axel Holmberg; Wilhelm Hansson; [2021]
   Keywords : Pointer Networks; Reinforcement Learning; Combinatorial Optimization;

   Abstract : Given the complexity and range of combinatorial optimization problems, solving them can be computationally easy or hard. There are many ways to solve them, but all available methods share a problem: they take a long time to run and have to be rerun when new cases are introduced. READ MORE

3. 2. Learning to predict text quality using Generative Adversarial Networks

   University essay from KTH/Numerisk analys, NA

   Author : Waseem Sheriff; [2019]
   Keywords : ;

   Abstract : Generating summaries of long text articles is a common application in natural language processing. Automatic text summarization models often find themselves generating summaries that don’t resemble the quality of human written text, even though they preserve factual accuracy. READ MORE

4. 3. Self-Adaptive Mutation Operators for Genetic Neural Networks in Survival Analysis

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation; Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation

   Author : Jonatan Åstrand Ferris; [2019]
   Keywords : Self-adaptive; Adaptive; Genetic; Algorithm; Neural; Network; ANN; Mutation; Operators; Survival Analysis; Physics and Astronomy;

   Abstract : Artificial neural networks (ANN) are used within the medical eld of survival analysis to rank patients according to their risk group. To evaluate how well the ranking was conducted, it is common to obtain the concordance index error (c-index). READ MORE