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Human-Guided Machine Learning

Agency: Dept of the Army -- Materiel Command

Assistance Listings
  • 12.431 -- Basic Scientific Research

Archived opportunityLast Updated: May 13, 2026

View version history on Grants.gov

**PLEASE REVIEW THE FULL SPECIAL NOTICE ATTACHMENT FOR COMPLETE RESEARCH GOALS AND SPECIAL NOTICE DETAILS**


Answers to questions received by potential applicants:


Q1. The announcement specifies 5 research areas.  Do proposals have to address all 5 research areas or can they address just 1 or 2?

A1. Proposals can be focused on 1 or more of the 5 research areas.


Q2. Please confirm that only proposals should be submitted, with no white papers.

A2. Correct, there is not a white paper process associated with this announcement.  Only full proposals will be accepted and they must be submitted in response to this specific grants.gov special notice announcement.


Q3. The regular BAA states that there is a page limitation for white papers of 7 pages.  Is there a limit for proposals under this special notice?

A3. No, there is no page count limit for proposals submitted against this special notice.



The aim of this Special Notice under the Army Research Laboratory (ARL) Broad Agency Announcement (BAA) (W911NF-17-S-0003), under Grants.gov Opportunity W911NF-17-S-0003-SN-MACHINE-LEARNING, is to solicit research proposals related to the ARL BAA Topics, “KCI-HS-1: Robust Human and Machine Hybridization” and “CCE-HS-4: Humans in Multi-Agent Systems.” The Army is interested in collaborating on research efforts to further develop the field of human-guided machine learning in the following areas: novel forms of human-intelligent technology decision making; cybernetics; hybridized thinking between man and intelligent technology; human technological savvy, and human-intelligent technology teaming assessment tools.


Eligibility

Eligible applicants

Miscellaneous

  • Other

Additional information

Reference eligibility in BAA W911NF-17-S-0003

Grantor contact information

Description

Nikolaos Geogakopoulos

Email

Grants Officer Email

nikolaos.georgakopoulos.civ@mail.mil

Documents

File nameDescriptionLast updated
Question_and_Answer.pdf
Question and Answer
Jun 22, 2021 08:56 PM UTC
W911NF-17-S-0003_SPECIAL_NOTICE_FINAL.pdf
W911NF-17-S-0003 SPECIAL NOTICE FINAL
Jun 10, 2021 07:35 PM UTC

Link to additional information

--

Archived: July 25, 2021

Application process

This site is a work in progress. Go to www.grants.gov to apply, track application status, and subscribe to updates.

Award

$--

Program Funding

3

Expected awards

$600,000

Award Minimum

$2,000,000

Award Maximum

Funding opportunity number:

W911NF-17-S-0003-SN-MACHINE-LEARNING

Cost sharing or matching requirement:

No

Funding instrument type:

Cooperative agreement

Opportunity Category:

Discretionary

Opportunity Category Explanation:

--

Category of Funding Activity:

Science technology and other research and development

Category Explanation:

--

History

Version:

2

Posted date:

June 10, 2021

Archive date:

July 25, 2021

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