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A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI


Apr 21, 2021
Sarath Sreedharan, Anagha Kulkarni, David E. Smith, Subbarao Kambhampati

* arXiv admin note: substantial text overlap with arXiv:2011.10920 

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Contrastive Explanations of Plans Through Model Restrictions


Mar 29, 2021
Benjamin Krarup, Senka Krivic, Daniele Magazzeni, Derek Long, Michael Cashmore, David E. Smith

* 80 pages, 32 figures, 7 tables 

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A Bayesian Account of Measures of Interpretability in Human-AI Interaction


Nov 22, 2020
Sarath Sreedharan, Anagha Kulkarni, Tathagata Chakraborti, David E. Smith, Subbarao Kambhampati


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FAPE: a Constraint-based Planner for Generative and Hierarchical Temporal Planning


Oct 25, 2020
Arthur Bit-Monnot, Malik Ghallab, Félix Ingrand, David E. Smith


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Explicability? Legibility? Predictability? Transparency? Privacy? Security? The Emerging Landscape of Interpretable Agent Behavior


Nov 23, 2018
Tathagata Chakraborti, Anagha Kulkarni, Sarath Sreedharan, David E. Smith, Subbarao Kambhampati


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Extracting Lifted Mutual Exclusion Invariants from Temporal Planning Domains


Feb 07, 2017
Sara Bernardini, Fabio Fagnani, David E. Smith


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The Metrics Matter! On the Incompatibility of Different Flavors of Replanning


May 12, 2014
Kartik Talamadupula, David E. Smith, Subbarao Kambhampati

* Prior version appears in DMAP 2013 at ICAPS 2013 

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