Essays about: "Andreas Winberg"

Found 2 essays containing the words Andreas Winberg.

1. 1. Reinforcement Learning Methods for OpenAI Environments

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

   Author : Andreas Winberg; Oliver Öhrstam Lindström; [2020]
   Keywords : Reinforcement learning; Q-learning; OpenAIgym; neural networks;

   Abstract : Using the powerful methods developed in the fieldof reinforcement learning requires an understanding of theadvantages and drawbacks of different methods as well as theeffects of the different adjustable parameters. This paper high-lights the differences in performance and applicability betweenthree different Q-learning methods: Q-table, deep Q-network anddouble deep Q-network where Q refers to the value assigned toa given state-action pair. READ MORE

3. 2. BIM - the Next Step in the Construction of Civil Structures

   University essay from KTH/Bro- och stålbyggnad

   Author : Andreas Winberg; Erik Dahlqvist; [2010]
   Keywords : ;

   Abstract : Productivity in the construction industry has been stagnant during the late twentieth century. One reason for this is considered to be an inefficient construction process, „Building Information Modeling‟ BIM is considered by some to be the tool that is going to transform the construction process. READ MORE