9 citations · 14 across the 6 of their papers we have counts for
7 papers · 1 filter
Anticipatory Thinking Challenges in Open Worlds: Risk Management
Adam Amos-Binks, Dustin Dannenhauer, Leilani H. Gilpin
Anticipatory thinking drives our ability to manage risk - identification and mitigation - in everyday life, from bringing an umbrella when it might rain to buying car insurance. As…
Human in the Loop Novelty Generation
Mark Bercasio, Allison Wong, Dustin Dannenhauer
Developing artificial intelligence approaches to overcome novel, unexpected circumstances is a difficult, unsolved problem. One challenge to advancing the state of the art in novel…
A Framework for Characterizing Novel Environment Transformations in General Environments
Matthew Molineaux, Dustin Dannenhauer, Eric Kildebeck
To be robust to surprising developments, an intelligent agent must be able to respond to many different types of unexpected change in the world. To date, there are no general frame…
Self-directed Learning of Action Models using Exploratory Planning
Dustin Dannenhauer, Matthew Molineaux, Michael W. Floyd +2
Complex, real-world domains may not be fully modeled for an agent, especially if the agent has never operated in the domain before. The agent's ability to effectively plan and act…
Computational Metacognition
Michael Cox, Zahiduddin Mohammad, Sravya Kondrakunta +3
Computational metacognition represents a cognitive systems perspective on high-order reasoning in integrated artificial systems that seeks to leverage ideas from human metacognitio…
Anticipatory Thinking: A Metacognitive Capability
Adam Amos-Binks, Dustin Dannenhauer
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 proa…