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Browsing by Author "Natarajan, Sriraam"

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Browsing by Author "Natarajan, Sriraam"

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  • Effective decision-theoretic assistance through relational hierarchical models 
    Natarajan, Sriraam (2008-01-16)
    Building intelligent computer assistants has been a long-cherished goal of AI. Many intelligent assistant systems were built and fine-tuned to specific application domains. In this work, we develop a general model ...
  • First order conditional influence language 
    Oregon State University. Dept. of Computer Science; Natarajan, Sriraam; Altendorf, Eric E. (Corvallis, OR : Oregon State University, Dept. of Computer Science, 2005-09-23)
  • Multi-criteria average reward reinforcement learning 
    Natarajan, Sriraam (2004-06-02)
    Reinforcement learning (RL) is the study of systems that learn from interaction with their environment. The current framework of Reinforcement Learning is based on receiving scalar rewards, which the agent aims to maximi ...
  • A Relational Hierarchical Model for Decision-Theoretic Assistance 
    Natarajan, Sriraam; Tadepalli, Prasad; Fern, Alan (Springer, 2012-08)
    Building intelligent assistants has been a long-cherished goal of AI, and many were built and fine-tuned to specific application domains. In recent work, a domain-independent decision-theoretic model of assistance was pr ...

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