(Enter summary)
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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BibTeX entry: (Update)
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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