Contrastive explanations help marine officers understand why an autonomous navigation system picks a specific avoidance maneuver, though they raise cognitive workload in complex multi-vessel scenarios.
Explanation in artificial intelligence: Insights from the social sciences.Artificial Intelligence, 267:1–38
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The authors survey accountability across disciplines to identify a coherent definition for agents in multi-agent systems, provide an application example, and outline research challenges with initial solutions for enabling accountability in socio-technical systems.
citing papers explorer
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"Why This Avoidance Maneuver?" Contrastive Explanations in Human-Supervised Maritime Autonomous Navigation
Contrastive explanations help marine officers understand why an autonomous navigation system picks a specific avoidance maneuver, though they raise cognitive workload in complex multi-vessel scenarios.
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Designing for Accountable Agents: a Viewpoint
The authors survey accountability across disciplines to identify a coherent definition for agents in multi-agent systems, provide an application example, and outline research challenges with initial solutions for enabling accountability in socio-technical systems.