User-Centered Planning– A Discussion on Planning in the Presence of Human Users

Pascal Bercher; Daniel Höller; Gregor Behnke; Susanne  Biundo

User-Centered Planning– A Discussion on Planning in the Presence of Human Users

Pascal Bercher
, Daniel Höller
, Gregor Behnke
, Susanne Biundo

Research output: Contribution to conference › Paper › peer-review

Abstract

AI planning forms a core capability of intelligent systems.
It enables goal directed behavior and allows systems to react adequately
and flexibly to the current situation. Further, it allows systems to provide
advice to a human user on how to reach his or her goals. Though the
process of finding a plan is, by itself, a hard computational problem,
some new challenges arise when involving a human user into the process.
Plans have to be generated in a certain way, so that the user can be
included into the plan generation process in case he or she wishes to;
the plans should be presented to the user in an adequate way to prevent
confusion or even rejection; to improve the trust in the system, it needs
to be able to explain its behavior or presented plans. Here, we discuss
these challenges and give pointers on how to solve them.

Original language	English
Pages	79-83
Number of pages	5
Publication status	Published - 2015
Event	International Symposium on Companion-Technology (ISCT 2015) - Ulm University, Germany Duration: 23 Sept 2015 → 25 Sept 2015

Conference

Conference	International Symposium on Companion-Technology (ISCT 2015)
Abbreviated title	ISCT
Country/Territory	Germany
Period	23/09/15 → 25/09/15

Cite this

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title = "User-Centered Planning– A Discussion on Planning in the Presence of Human Users",

abstract = "AI planning forms a core capability of intelligent systems. It enables goal directed behavior and allows systems to react adequately and flexibly to the current situation. Further, it allows systems to provide advice to a human user on how to reach his or her goals. Though the process of finding a plan is, by itself, a hard computational problem, some new challenges arise when involving a human user into the process. Plans have to be generated in a certain way, so that the user can be included into the plan generation process in case he or she wishes to; the plans should be presented to the user in an adequate way to prevent confusion or even rejection; to improve the trust in the system, it needs to be able to explain its behavior or presented plans. Here, we discuss these challenges and give pointers on how to solve them.",

author = "Pascal Bercher and Daniel H{\"o}ller and Gregor Behnke and Susanne Biundo",

year = "2015",

language = "English",

pages = "79--83",

note = "International Symposium on Companion-Technology (ISCT 2015), ISCT ; Conference date: 23-09-2015 Through 25-09-2015",

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TY - CONF

T1 - User-Centered Planning– A Discussion on Planning in the Presence of Human Users

AU - Bercher, Pascal

AU - Höller, Daniel

AU - Behnke, Gregor

AU - Biundo, Susanne

PY - 2015

Y1 - 2015

N2 - AI planning forms a core capability of intelligent systems. It enables goal directed behavior and allows systems to react adequately and flexibly to the current situation. Further, it allows systems to provide advice to a human user on how to reach his or her goals. Though the process of finding a plan is, by itself, a hard computational problem, some new challenges arise when involving a human user into the process. Plans have to be generated in a certain way, so that the user can be included into the plan generation process in case he or she wishes to; the plans should be presented to the user in an adequate way to prevent confusion or even rejection; to improve the trust in the system, it needs to be able to explain its behavior or presented plans. Here, we discuss these challenges and give pointers on how to solve them.

AB - AI planning forms a core capability of intelligent systems. It enables goal directed behavior and allows systems to react adequately and flexibly to the current situation. Further, it allows systems to provide advice to a human user on how to reach his or her goals. Though the process of finding a plan is, by itself, a hard computational problem, some new challenges arise when involving a human user into the process. Plans have to be generated in a certain way, so that the user can be included into the plan generation process in case he or she wishes to; the plans should be presented to the user in an adequate way to prevent confusion or even rejection; to improve the trust in the system, it needs to be able to explain its behavior or presented plans. Here, we discuss these challenges and give pointers on how to solve them.

UR - https://d-nb.info/1078068100/34

M3 - Paper

SP - 79

EP - 83

T2 - International Symposium on Companion-Technology (ISCT 2015)

Y2 - 23 September 2015 through 25 September 2015

ER -

User-Centered Planning– A Discussion on Planning in the Presence of Human Users

Abstract

Conference

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