Anticipatory Thinking: A Metacognitive Capability
June 28, 2019 Β· Declared Dead Β· π COGSAT@AAAI Fall Symposium
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Authors
Adam Amos-Binks, Dustin Dannenhauer
arXiv ID
1906.12249
Category
cs.AI: Artificial Intelligence
Citations
12
Venue
COGSAT@AAAI Fall Symposium
Last Checked
4 months ago
Abstract
Anticipatory thinking is a complex cognitive process for assessing and managing risk in many contexts. Humans use anticipatory thinking to identify potential future issues and proactively take actions to manage their risks. In this paper we define a cognitive systems approach to anticipatory thinking as a metacognitive goal reasoning mechanism. The contributions of this paper include (1) defining anticipatory thinking in the MIDCA cognitive architecture, (2) operationalizing anticipatory thinking as a three step process for managing risk in plans, and (3) a numeric risk assessment calculating an expected cost-benefit ratio for modifying a plan with anticipatory actions.
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