Research Summaries

Back Data Mining, Machine Intelligence, and AI for Application in Over-The-Horizon Targeting (OTH-T) for Anti-Access Area Denied (A2AD) Environments

Fiscal Year 2018
Division Graduate School of Operational & Information Sciences
Department Information Sciences
Investigator(s) Zhao, Ying
Sponsor Naval Air Warfare Center-Weapons Division (Navy)
Summary The Naval Air Warfare Center, Weapons Division (NAWCWD) China Lake, in cooperation with The Naval Post Graduate School (NPS), is working together in specific technical areas that relate to data mining, machine intelligence, and artificial intelligence for application in Over-The-Horizon Targeting (OTH-T) for Anti-Access Area Denied (A2AD) environments that are facing our Naval forces. Tasks for FY18
- PI, Co-PIs and research associates will attend the detail TIM at NAWCWD on August 8 to 9, 2018, understand the research scope and requirement, review the relevant approaches to NAWCWD’s requirements.
- PI, Co-PIs and research associates will write relevant reviews of technology and approaches related to the scope and requirements, finalize statements of work (SOW) for FY19.
- PI, Co-PIs and research associates will purchase four laptops with GPUs and one storage needed for the project. They will be used in the research in this project related to knowledge base mining tools, lexical link analysis, reinforcement learning, Soar, TensorFlow, machine learning, AI, and game theory algorithm selected for the project.
The Deliverable is to produce a detailed technology review reports and SOW for FY19 that meet the scope and the requirements.
Keywords Artificial Intelligence Game Theory data mining knowledge base machine intelligence machine learning reinforcement learning supervised learning
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