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05/12/2023
Designing for Meaningful Human Control in Military Human-Machine Teams
We propose methods for analysis, design, and evaluation of Meaningful Hu...
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12/05/2022
A Machine with Short-Term, Episodic, and Semantic Memory Systems
Inspired by the cognitive science theory of the explicit human memory sy...
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04/04/2022
A Machine With Human-Like Memory Systems
Inspired by the cognitive science theory, we explicitly model an agent w...
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08/27/2020
A Blast From the Past: Personalizing Predictions of Video-Induced Emotions using Personal Memories as Context
A key challenge in the accurate prediction of viewers' emotional respons...
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07/23/2018
Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences
Machine Learning models become increasingly proficient in complex tasks....
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06/19/2018
Contrastive Explanations with Local Foil Trees
Recent advances in interpretable Machine Learning (iML) and eXplainable ...
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10/04/2017
