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Hypothesis Testing for Complex Agents (2000)  (Make Corrections)  (8 citations)
Joanna Bryson, Will Lowe, Lynn Andrea Stein
Workshop on Performance Metrics for Intelligent Systems



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Abstract: As agents approach animal-like complexity, evaluating them becomes as difficult as evaluating animals. This paper describes the application of techniques for characterizing animal behavior to the evaluation of complex agents. We describe the conditions that lead to the behavioral variability that requires experimental methods. We then review the state of the art in psychological experimental design and analysis, and show its application to complex agents. We also discuss a specific... (Update)

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J. Bryson, W. Lowe, and L. A. Stein. Hypothesis testing for complex agents. In Workshop on Performance Metrics for Intelligent Systems, NIST, 2000. http://citeseer.ist.psu.edu/bryson00hypothesis.html   More

@inproceedings{ bryson00hypothesis,
    author = "Joanna Bryson and Will Lowe and Lynn Andrea Stein",
    title = "Hypothesis Testing for Complex Agents",
    booktitle = "Workshop on Performance Metrics for Intelligent Systems",
    year = "2000",
    url = "citeseer.ist.psu.edu/bryson00hypothesis.html" }
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20   controlled experimentation and the design of agent architect.. (context) - Hanks, Pollack et al. - 1993
19   Assessing relevance determination methods using DELVE - Neal - 1998

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