Human-Guided Machine Learning
Agency: Dept of the Army -- Materiel Command
- 12.431 -- Basic Scientific Research
Archived opportunityLast Updated: May 13, 2026
View version history on Grants.gov
Description
**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
Grantor contact information
Description
Grants Officer Email
Documents
| File name | Description | Last 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
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Archived: July 25, 2021
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:
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
