skip to content
Humans and autonomy : implications of shared decision-making for military operations Preview this item
ClosePreview this item
Checking...

Humans and autonomy : implications of shared decision-making for military operations

Author: Michael Barnes; Jessie Y C Chen; Susan Hill, (US-ARL); U.S. Army Research Laboratory,
Publisher: Aberdeen Proving Ground, MD : US Army Research Laboratory, Jan 2017.
Series: ARL-TR (Aberdeen Proving Ground, Md.), 7919.
Edition/Format:   eBook : Document : National government publication : English
Summary:
Issues related to defining the soldier's role in future battlefields populated by autonomous systems are driving important US Army research programs. Mixed-initiative systems entailing shared decision-making between humans and intelligent software are a promising strategy that combines the advantages of human insight and autonomous control. This report discusses empirical results related to shared decision-making in  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Technical reports
Online resources
Material Type: Document, Government publication, National government publication, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael Barnes; Jessie Y C Chen; Susan Hill, (US-ARL); U.S. Army Research Laboratory,
OCLC Number: 1052796914
Notes: "Jan 2017."
Description: 1 online resource (iv, 36 pages) : color illustrations.
Contents: Introduction ; Military constraints --
Mixed-initiative systems and a general framework --
The conundrum of control --
RoboLeader and human-agent control processes --
Trust and transparency : situation-based agent transparency model ; Autonomy research pilot initiative and agent transparency research --
Transparency and trust : ARPI results --
Team communications ; ARL robotic collaborative technology alliance and computational cognitive models --
Language processing --
Command processing --
Controlled processing --
Graphic- and video-mediated communications --
Summary of teaming requirements --
Naturalistic interfaces --
Summary and discussion --
Conclusions.
Series Title: ARL-TR (Aberdeen Proving Ground, Md.), 7919.
Responsibility: by Michael J Barnes, Jessie Y C Chen, and Susan Hill.

Abstract:

Issues related to defining the soldier's role in future battlefields populated by autonomous systems are driving important US Army research programs. Mixed-initiative systems entailing shared decision-making between humans and intelligent software are a promising strategy that combines the advantages of human insight and autonomous control. This report discusses empirical results related to shared decision-making in the context of military applications including outcomes from research on intelligent agents, control of multiple unmanned systems, trust and transparency, cognitive architectures, natural language processing, and bi-directional interfaces. Overall, mixed-initiative systems show great promise, but more research will be required before such systems become part of large-scale operational environments. Effects of emotional response to autonomous systems, ethical software constraints, and machine learning transparency are identified as future research opportunities.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.

Similar Items

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1052796914> # Humans and autonomy : implications of shared decision-making for military operations
    a schema:Book, schema:MediaObject, schema:CreativeWork ;
    library:oclcnum "1052796914" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mdu> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/5444745206#Topic/computer_software_human_factors> ; # Computer software--Human factors
    schema:about <http://experiment.worldcat.org/entity/work/data/5444745206#Topic/autonomy> ; # Autonomy
    schema:about <http://experiment.worldcat.org/entity/work/data/5444745206#Topic/war> ; # War
    schema:author <http://experiment.worldcat.org/entity/work/data/5444745206#Person/barnes_michael_michael_joseph_1945> ; # Michael Joseph Barnes
    schema:author <http://experiment.worldcat.org/entity/work/data/5444745206#Person/hill_susan_us_arl> ; # (US-ARL) Susan Hill
    schema:author <http://experiment.worldcat.org/entity/work/data/5444745206#Person/chen_jessie_y_c> ; # Jessie Y. C. Chen
    schema:bookFormat schema:EBook ;
    schema:contributor <http://experiment.worldcat.org/entity/work/data/5444745206#Organization/u_s_army_research_laboratory> ; # U.S. Army Research Laboratory,
    schema:description "Issues related to defining the soldier's role in future battlefields populated by autonomous systems are driving important US Army research programs. Mixed-initiative systems entailing shared decision-making between humans and intelligent software are a promising strategy that combines the advantages of human insight and autonomous control. This report discusses empirical results related to shared decision-making in the context of military applications including outcomes from research on intelligent agents, control of multiple unmanned systems, trust and transparency, cognitive architectures, natural language processing, and bi-directional interfaces. Overall, mixed-initiative systems show great promise, but more research will be required before such systems become part of large-scale operational environments. Effects of emotional response to autonomous systems, ethical software constraints, and machine learning transparency are identified as future research opportunities."@en ;
    schema:description "Introduction ; Military constraints -- Mixed-initiative systems and a general framework -- The conundrum of control -- RoboLeader and human-agent control processes -- Trust and transparency : situation-based agent transparency model ; Autonomy research pilot initiative and agent transparency research -- Transparency and trust : ARPI results -- Team communications ; ARL robotic collaborative technology alliance and computational cognitive models -- Language processing -- Command processing -- Controlled processing -- Graphic- and video-mediated communications -- Summary of teaming requirements -- Naturalistic interfaces -- Summary and discussion -- Conclusions."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/5444745206> ;
    schema:genre "Technical reports"@en ;
    schema:genre "Government publication"@en ;
    schema:genre "National government publication"@en ;
    schema:genre "Online resources"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/5444745206#Series/arl_tr> ; # ARL-TR ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/5444745206#Series/arl_tr_aberdeen_proving_ground_md> ; # ARL-TR (Aberdeen Proving Ground, Md.) ;
    schema:name "Humans and autonomy : implications of shared decision-making for military operations"@en ;
    schema:productID "1052796914" ;
    schema:url <https://www.arl.army.mil/arlreports/2017/ARL-TR-7919.pdf> ;
    schema:url <https://purl.fdlp.gov/GPO/gpo109165> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1052796914> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/5444745206#Organization/u_s_army_research_laboratory> # U.S. Army Research Laboratory,
    a schema:Organization ;
    schema:name "U.S. Army Research Laboratory," ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Person/barnes_michael_michael_joseph_1945> # Michael Joseph Barnes
    a schema:Person ;
    schema:birthDate "1945" ;
    schema:familyName "Barnes" ;
    schema:givenName "Michael Joseph" ;
    schema:givenName "Michael" ;
    schema:name "Michael Joseph Barnes" ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Person/chen_jessie_y_c> # Jessie Y. C. Chen
    a schema:Person ;
    schema:familyName "Chen" ;
    schema:givenName "Jessie Y. C." ;
    schema:name "Jessie Y. C. Chen" ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Person/hill_susan_us_arl> # (US-ARL) Susan Hill
    a schema:Person ;
    schema:familyName "Hill" ;
    schema:givenName "Susan" ;
    schema:name "(US-ARL) Susan Hill" ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Series/arl_tr> # ARL-TR ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1052796914> ; # Humans and autonomy : implications of shared decision-making for military operations
    schema:name "ARL-TR ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Series/arl_tr_aberdeen_proving_ground_md> # ARL-TR (Aberdeen Proving Ground, Md.) ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1052796914> ; # Humans and autonomy : implications of shared decision-making for military operations
    schema:name "ARL-TR (Aberdeen Proving Ground, Md.) ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/5444745206#Topic/computer_software_human_factors> # Computer software--Human factors
    a schema:Intangible ;
    schema:name "Computer software--Human factors"@en ;
    .

<http://www.worldcat.org/title/-/oclc/1052796914>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/1052796914> ; # Humans and autonomy : implications of shared decision-making for military operations
    schema:dateModified "2018-12-10" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .

<https://www.arl.army.mil/arlreports/2017/ARL-TR-7919.pdf>
    rdfs:comment "Address at time of PURL creation" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.