Essays about: "simulation networks"

Showing result 1 - 5 of 309 essays containing the words simulation networks.

  1. 1. Application and Evaluation of Artificial Neural Networks in Solvency Capital Requirement Estimations for Insurance Products

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Mattias Nilsson; Erik Sandberg; [2018]
    Keywords : ;

    Abstract : The least squares Monte Carlo (LSMC) approach is commonly used in the estimation of the solvency capital requirement (SCR), as a more computationally efficient alternative to a full nested Monte Carlo simulation. This study compares the performance of artificial neural networks (ANNs) to that of the LSMC approach in the estimation of the SCR of various financial portfolios. READ MORE

  2. 2. Out-of-band transfer with Android to configure pre-shared secrets into sensor nodes

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Johannes Nilsson; Jameel Habbosh; [2018]
    Keywords : performance-constrained sensor nodes; out-of-band communications; pre key-exchange problem; smartphone-based transmitter; Technology and Engineering;

    Abstract : Applications based on Wireless Sensor Networks are making their way into all kinds of industries. Today, they can do anything from off-loading hospitals by monitoring patients in their homes to regulating production lines in factories. More often than not, they perform some kind of surveillance and tracking. READ MORE

  3. 3. Reinforcement learning for robotic manipulation

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Isac Arnekvist; [2017]
    Keywords : Reinforcement Learning; Computer vision; Robotics; Pose estimation; Manipulation;

    Abstract : Reinforcement learning was recently successfully used for real-world robotic manipulation tasks, without the need for human demonstration, usinga normalized advantage function-algorithm (NAF). Limitations on the shape of the advantage function however poses doubts to what kind of policies can be learned using this method. READ MORE

  4. 4. Capturing continuous human movement on a linear network with mobile phone towers

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Jesper Dejby; [2017]
    Keywords : Mobile phone tower analysis; Mobile phone networks; Spatial point processes; Linear networks; Call detail records; Human movement; Human trajectories; Markov decision processes; Continuous random walks;

    Abstract : Anonymous Call Detail Records (CDR’s) from mobile phone towers provide a unique opportunity to aggregate individual location data to overall human mobility patterns. Flowminder uses this data to improve the welfare of low- and middle-income countries. The movement patterns are studied through key measurements of mobility. READ MORE

  5. 5. Simulating Human Game Play for Level Difficulty Estimation with Convolutional Neural Networks

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Philipp Eisen; [2017]
    Keywords : ;

    Abstract : This thesis presents an approach to predict the difficulty of levels in a game by simulating game play following a policy learned from human game play. Using state-action pairs tracked from players of the game Candy Crush Saga, we train a Convolutional Neural Network to predict an action given a game state. The trained model then acts as a policy. READ MORE