MDPVIS: An Interactive Visualization for Testing Markov Decision Processes

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

AAAI Publications, 2015 AAAI Fall Symposium Series

Sean McGregor, Hailey Buckingham, Rachel Houtman, Claire Montgomery, Ronald Metoyer, Thomas G. Dietterich

Last modified: 2015-09-23

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.

Keywords

Testing;MDPs;Visualization

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