3 citations · 4 across the 7 of their papers we have counts for
4 papers · 1 filter
Position: Artificial Intelligence Needs Meta Intelligence -- the Case for Metacognitive AI
Sergei Chuprov, Richard D. Lange, Leon Reznik +3
This position paper argues for metacognition as a general design principle for creating more accurate, secure, and efficient AI. The metacognitive solution involves systems monitor…
Probabilistic Circuits for Knowledge Graph Completion with Reduced Rule Sets
Jaikrishna Manojkumar Patil, Nathaniel Lee, Al Mehdi Saadat Chowdhury +2
Rule-based methods for knowledge graph completion provide explainable results, but often require tens of thousands of rules to achieve competitive performance. Although individual…
Sea-cret Agents: Maritime Abduction for Region Generation to Expose Dark Vessel Trajectories
Divyagna Bavikadi, Nathaniel Lee, Paulo Shakarian +1
Bad actors in the maritime industry engage in illegal behaviors after disabling their vessel's automatic identification system (AIS) - which makes finding such vessels difficult fo…
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach
Hua Wei, Paulo Shakarian, Christian Lebiere +3
Metacognition is the concept of reasoning about an agent's own internal processes and was originally introduced in the field of developmental psychology. In this position paper, we…