TY - JOUR
T1 - A Unifying Framework for Human-Agent Collaborative Systems - Part II
T2 - Design Procedure and Application
AU - Ding, Yulong
AU - Xin, Bin
AU - Chen, Jie
AU - Yang, Qingkai
AU - Fang, Hao
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2022/11/1
Y1 - 2022/11/1
N2 - The human-agent collaboration (HAC) is a prospective research topic, whose great applications and future scenarios have attracted vast attention. It is very important to understand the design process of the HAC system (HACS). Inspired by the systematic analysis framework presented in Part I of this dual publication, this article proposes a normalized two-phase procedure, namely, GET-MAN, for the top-level design of HACS from the perspective of system engineering. The two-phase design procedure can produce a coherent and well-running HACS by sophisticatedly and properly determining the six elements of the HACS and their influences. In the verification phase of GET-MAN, by applying the formalized HACS framework proposed in Part I, a formal model can be constructed to look ahead (predict) and back (explain) at potential faults in the candidate HACS. An example of the HACS design for target searching is employed to illustrate the use of the GET-MAN design procedure. The potential challenges and future research directions are discussed in the light of the GET-MAN design procedure. The systematic analysis framework, Part I, as well as the GET-MAN design procedure, Part II, can serve as common guidance and reference for analyzing and developing various HACSs.
AB - The human-agent collaboration (HAC) is a prospective research topic, whose great applications and future scenarios have attracted vast attention. It is very important to understand the design process of the HAC system (HACS). Inspired by the systematic analysis framework presented in Part I of this dual publication, this article proposes a normalized two-phase procedure, namely, GET-MAN, for the top-level design of HACS from the perspective of system engineering. The two-phase design procedure can produce a coherent and well-running HACS by sophisticatedly and properly determining the six elements of the HACS and their influences. In the verification phase of GET-MAN, by applying the formalized HACS framework proposed in Part I, a formal model can be constructed to look ahead (predict) and back (explain) at potential faults in the candidate HACS. An example of the HACS design for target searching is employed to illustrate the use of the GET-MAN design procedure. The potential challenges and future research directions are discussed in the light of the GET-MAN design procedure. The systematic analysis framework, Part I, as well as the GET-MAN design procedure, Part II, can serve as common guidance and reference for analyzing and developing various HACSs.
KW - Human-agent collaboration (HAC)
KW - human agent collaborative system (HACS)
KW - human robot collaboration
KW - top-level design procedure
UR - http://www.scopus.com/inward/record.url?scp=85112184142&partnerID=8YFLogxK
U2 - 10.1109/TCYB.2021.3086073
DO - 10.1109/TCYB.2021.3086073
M3 - Article
C2 - 34191741
AN - SCOPUS:85112184142
SN - 2168-2267
VL - 52
SP - 11990
EP - 12002
JO - IEEE Transactions on Cybernetics
JF - IEEE Transactions on Cybernetics
IS - 11
ER -