An MDP Approach for Explanation Generation

By Francisco Elizalde, Luis Enrique Sucar, Alberto Reyes, Pablo deBuen. 2007

30 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Or Biran
2. Pascal Poupart
3. Courtenay V. Cotton
4. James P. Black
5. Omar Zia Khan
6. Tim Miller
7. Giulia Vilone
8. Sarah Wiegreffe

Citations in the corpus

• Explanation and Justification in Machine Learning : A Survey Or (2017, background): “[Elizalde et al. , 2007] describe an explanation system that assists plant operators in executing necessary operations; [Khan et al. , 2009] explore the minimal explanation sufficient for tasks such as picking the next course in a college curriculum; [Dodson et al. , 2011] propose a dialog system,…”
• Minimal Sufficient Explanations for Factored Markov Decision Processes (2009, background): “Elizalde et al. (2007) present an approach to generate explanations for an MDP policy that recommends actions for an operator in training.”