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Filtering by: Creator Hollinger, Geoffrey A. Remove constraint Creator: Hollinger, Geoffrey A. Advisor Tumer, Kagan Remove constraint Advisor: Tumer, Kagan Resource Type Capstone Project Remove constraint Resource Type: Capstone Project

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  • Multi-Reward Learning and Sparse Rewards

    Creator:
    Christopher, Reid M.
    Abstract:
    Reinforcement learning has made impressive strides in solving problems in challenging domains, but problems are increasingly being described with sparse rewards. Sparse rewards directly reduce the rate at which useful feedback is provided to the learner and make it difficult to distinguish between what specific actions led to the reception...
    Resource Type:
    Capstone Project
    Full Text:
    very sparse reward signals. When trying to learn from a sparse reward signal, it greatly reduces the