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Facilitating testing and debugging of Markov Decision Processes with interactive visualization | IEEE Conference Publication | IEEE Xplore
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Facilitating testing and debugging of Markov Decision Processes with interactive visualization

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Sean McGregor; Hailey Buckingham; Thomas G. Dietterich; Rachel Houtman; Claire Montgomery; Ronald Metoyer
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Abstract:

Markov Decision Process (MDP) simulators and optimization algorithms integrate several systems and functions that are collectively subject to failures of specification, i...Show More

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Abstract:

Markov Decision Process (MDP) simulators and optimization algorithms integrate several systems and functions that are collectively subject to failures of specification, implementation, integration, and optimization. We present a domain agnostic visual analytic design and implementation for testing and debugging MDPs: MDPVIS.
Published in: 2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)
Date of Conference: 18-22 October 2015
Date Added to IEEE Xplore: 17 December 2015
ISBN Information:
DOI: 10.1109/VLHCC.2015.7357227
Conference Location: Atlanta, GA, USA
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