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    Decision Making under Uncertainty : Reinforcement Learning Algorithms and Applications in Cloud Computing, Crowdsourcing and Predictive Analytics 

    John, Indu
    In this thesis, we study both theoretical and practical aspects of decision making, with a focus on reinforcement learning based methods. Reinforcement learning (RL) is a form of semi-supervised learning in which the agent ...

    New Methods for Learning from Heterogeneous and Strategic Agents 

    Divya, Padmanabhan (2018-05-21)
    1 Introduction In this doctoral thesis, we address several representative problems that arise in the context of learning from multiple heterogeneous agents. These problems are relevant to many modern applications such as ...

    Game-Theoretic Analysis of Strategic Behaviour in Networks, Crowds and Classrooms 

    Vallam, Rohith Dwarakanath (2018-01-03)
    Over the past decade, the explosive growth of the Internet has led to a surge of interest to understand and predict aggregate behavior of large number of people or agents, particularly when they are connected through an ...

    Incentive Design for Crowdfunding and Crowdsourcing Markets 

    Praphul Chandra, * (2018-05-23)
    With the ever-increasing trend in the number of social interactions getting intermediated by technology (the world wide web) as the backdrop, this thesis focuses on the design of mechanisms for online communities (crowds) ...

    Incentive Strategies and Algorithms for Networks, Crowds and Markets 

    Dayama, Pankaj (2018-08-02)
    This work is motivated by several modern applications involving social networks, crowds, and markets. Our work focuses on the theme of designing effective incentive strategies for these applications. Viral marketing is ...

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    AuthorDayama, Pankaj (1)Divya, Padmanabhan (1)John, Indu (1)Praphul Chandra, * (1)Vallam, Rohith Dwarakanath (1)Subject
    Computer Science (5)
    Crowdsourcing (5)
    Game Theory (2)Bayesian Learning (1)Bayesian Linear Regression (1)Civic Crowdfunding (1)Classrooms-Strategic Behavior (1)Cloud computing (1)Computer Communication Network (1)Continuous Scoring Rules (1)... View MoreDate Issued2018 (4)Has File(s)Yes (5)

    etd@IISc is a joint service of SERC & J R D Tata Memorial (JRDTML) Library || Powered by DSpace software || DuraSpace
    Contact Us | Send Feedback | Thesis Templates
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