Essays about: "simulation networks"

Showing result 1 - 5 of 303 essays containing the words simulation networks.

  1. 1. 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

  2. 2. 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

  3. 3. 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

  4. 4. How efficient is Efficient NDP?

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

    Author : Tian Xu; Dimitris Kalomoiris; [2017]
    Keywords : Simulations; Neighbor Discovery; Efficient NDP; RFC 4861; Dynamic wireless networks.; Technology and Engineering;

    Abstract : In the following years we will experience a transition towards Internet Protocol version 6 (IPv6). The reason is the depletion of IPv4 address space due to the rapid increasing numbers of Internet of Things (IoT) devices connection. READ MORE

  5. 5. Performance Assessment of Massive MIMO Systems for Positioning and Tracking of Vehicles in Open Highways

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Markus Petersson; [2017]
    Keywords : massive MIMO; MIMO; positioning; tracking;

    Abstract : The next generation of mobile networks (5G) is currently being standardized, and massive MIMO (Multiple-Input-Multiple-Output) is a strong candidate to be part of this standard. Other than providing higher data rates and lower latency, high accuracy positioning is also required. READ MORE