TY - GEN
T1 - Help me make a dinner! Challenges when assisting humans in action planning
AU - Behnke, Gregor
AU - Leichtmann, Benedikt
AU - Bercher, Pascal
AU - Höller, Daniel
AU - Nitsch, Verena
AU - Baumann, Martin
AU - Biundo, Susanne
N1 - Publisher Copyright:
© 2019 Institute of Electrical and Electronics Engineers Inc.. All rights reserved.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - A promising field of application for cognitive technical systems is individualised user assistance for complex tasks. Here, a companion system usually uses an AI planner to solve the underlying combinatorial problem. Often, the use of a bare black-box planning system is not sufficient to provide individualised assistance, but instead the user has to be able to control the process that generates the presented advice. Such an integration guarantees that the user will be satisfied with the assistance s/he is given, trust the advice more, and is thus more likely to follow it. In this paper, we provide a general theoretical view on this process, called mixed-initiative planning, and derive several research challenges from it.
AB - A promising field of application for cognitive technical systems is individualised user assistance for complex tasks. Here, a companion system usually uses an AI planner to solve the underlying combinatorial problem. Often, the use of a bare black-box planning system is not sufficient to provide individualised assistance, but instead the user has to be able to control the process that generates the presented advice. Such an integration guarantees that the user will be satisfied with the assistance s/he is given, trust the advice more, and is thus more likely to follow it. In this paper, we provide a general theoretical view on this process, called mixed-initiative planning, and derive several research challenges from it.
UR - https://www.scopus.com/pages/publications/85114893746
U2 - 10.1109/ICCT42709.2017.9151907
DO - 10.1109/ICCT42709.2017.9151907
M3 - Conference Paper
AN - SCOPUS:85114893746
SN - 9781538611616
T3 - 2017 International Conference on Companion Technology, ICCT 2017
BT - 2017 International Conference on Companion Technology, ICCT 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 International Conference on Companion Technology, ICCT 2017
Y2 - 11 September 2017 through 13 September 2017
ER -