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02/03/2021
Directive Explanations for Actionable Explainability in Machine Learning Applications
This paper investigates the prospects of using directive explanations to...
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01/28/2020
Distal Explanations for Explainable Reinforcement Learning Agents
Causal explanations present an intuitive way to understand the course of...
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05/27/2019
Explainable Reinforcement Learning Through a Causal Lens
Prevalent theories in cognitive science propose that humans understand a...
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03/05/2019
A Grounded Interaction Protocol for Explainable Artificial Intelligence
Explainable Artificial Intelligence (XAI) systems need to include an exp...
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12/13/2018
Interaction Design for Explainable AI: Workshop Proceedings
As artificial intelligence (AI) systems become increasingly complex and ...
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06/21/2018