Frontiers article on STARS, neurosymbolic approach to agent task learning
CIC's work on STARS, a neurosymbolic approach that mines world knowledge from an LLM when a Soar agent is learning new tasks, has been published in Frontiers in Computer Science. The paper describes STARS, the system we introduced in a AAAI24 paper, and our latest...
STARS: Extending interactive task learning with large language models
Kirk, J. R., Wray, R. E., & Laird, J. E. (2026). STARS: Extending interactive task learning with large language models. Frontiers in Computer Science, 8. https://doi.org/10.3389/fcomp.2026.1848830
CIC at AGI 2026
John Laird presented a new paper at AGI 2026. "Unified, Comprehensive Metacognition within the Common Model of Cognition" proposes the addition of metacognition, or "reasoning about any and all aspects of an agent’s cognition," to the Common Model of Cognition.