What's to know? Uncertainty as a Guide to Asking Goal-oriented Questions

CVPR 2019 Ehsan AbbasnejadQi WuJaven ShiAnton van den Hengel

One of the core challenges in Visual Dialogue problems is asking the question that will provide the most useful information towards achieving the required objective. Encouraging an agent to ask the right questions is difficult because we don't know a-priori what information the agent will need to achieve its task, and we don't have an explicit model of what it knows already... (read more)

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