Sökning: "deep Q-network"

Hittade 4 uppsatser innehållade orden deep Q-network.

  1. 1. AI in Simulated 3D Environments : Application to Cyber-Physical systems

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Clément Sevy; [2019]
    Nyckelord :;

    Sammanfattning : Over the past several years, UAVs (unmanned aerial vehicles) and autonomous systems in general, have become hot topics, both in academia and in industry. Indeed, the opportunities for the application of such technologies are vast, with the military and the infrastructure industry being the two most eminent cases. LÄS MER

  2. 2. Autonoma drönare : modifiering av belöningsfunktionen i airsim

    Kandidat-uppsats, Högskolan i Borås/Akademin för bibliotek, information, pedagogik och IT; Högskolan i Borås/Akademin för bibliotek, information, pedagogik och IT

    Författare :Elvir Dzeko; Markus Carlsson; [2018]
    Nyckelord :Autonomous; drones; dqn; reinforcement learning; neural network; AirSim; Autonom; drönare; AirSim; reinforcement learning; neuronnät;

    Sammanfattning : Inom det heta forskningsområdet med självflygande drönare sker det en kontinuerlig utveckling både inom forskningen och inom industrin. Det finns flera forskningsproblem kring autonoma fordon, inklusive autonom styrning av drönare. Ett intressant spår för autonom styrning av drönare, är via deep reinforcement learning, dvs. LÄS MER

  3. 3. Deep Reinforcement Learning in Real-time Bidding

    Kandidat-uppsats, Lunds universitet/Matematik LTH

    Författare :Oskar Stigland; [2018]
    Nyckelord :Machine learning; reinforcement learning; markov decision process; neural network; deep Q-network; real-time bidding; online display advertisement; Mathematics and Statistics;

    Sammanfattning : Real-time bidding is getting increasingly popular for buying and selling online display advertisement. This has spurred a research interest into how to design optimal bidding algorithms, with advances during the last two to three years focusing heavily on reinforcement learning. LÄS MER

  4. 4. Federated Averaging Deep Q-NetworkA Distributed Deep Reinforcement Learning Algorithm

    Master-uppsats, Umeå universitet/Institutionen för datavetenskap

    Författare :Sebastian Backstad; [2018]
    Nyckelord :;

    Sammanfattning : In the telecom sector, there is a huge amount of rich data generated every day. This trend will increase with the launch of 5G networks. Telco companies are interested in analyzing their data to shape and improve their core businesses. LÄS MER