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Filtering by: Creator Mote, Don C. (Don Carlos) Remove constraint Creator: Mote, Don C. (Don Carlos) Decade 2000-2009 Remove constraint Decade: 2000-2009 Degree Field Computer Science Remove constraint Degree Field: Computer Science

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  • Multi-criteria average reward reinforcement learning

    Creator:
    Natarajan, Sriraam
    Abstract:
    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 maximize. But in many real world situations, tradeoffs must be made among multiple objectives. This necessitates the use...
    Resource Type:
    Masters Thesis
    Full Text:
    reinforcement learning techniques. Consider the fact that these weights can vary with time. One day the don