Search Results for author: Lindsay Sanneman

Found 2 papers, 1 papers with code

An Information Bottleneck Characterization of the Understanding-Workload Tradeoff

1 code implementation11 Oct 2023 Lindsay Sanneman, Mycal Tucker, Julie Shah

This empirical link between human factors and information-theoretic concepts provides an important mathematical characterization of the workload-understanding tradeoff which enables user-tailored XAI design.

Informativeness

Explaining Reward Functions to Humans for Better Human-Robot Collaboration

no code implementations8 Oct 2021 Lindsay Sanneman, Julie Shah

One context where human understanding of agent reward functions is particularly beneficial is in the value alignment setting.

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