Research Summaries

Back Reinforcement Learning for Modeling Large-Scale Cognitive Reasoning

Fiscal Year 2017
Division Research & Sponsored Programs
Department Naval Research Program
Investigator(s) Zhao, Ying
Sponsor NPS Naval Research Program (Navy)
Summary Soar is a software to model complex reasoning, cognitive functions and decision making for warfighting processes like the ones in a kill chain. The cognitive functions include decision making, sensor fusion, analytic processes and workflow. In Phase I, we started to apply Soar using decision making in the Cognitive Kill Chain (CKC) and Combat ID (CID). In Phase II, we will leverage the initial models of the Soar/CID application. We will continue to focus on the English Language Production Rules. A more detailed and deeper cognitive learning and decision model will be developed from both Navy operational decision making perspective and Soar programming perspective.
Keywords
Publications Publications, theses (not shown) and data repositories will be added to the portal record when information is available in FAIRS and brought back to the portal
Data Publications, theses (not shown) and data repositories will be added to the portal record when information is available in FAIRS and brought back to the portal