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AUTOMATED PLANNING SETS THE TONE FOR
AUTONOMOUSLY ACTING INTELLIGENT MACHINES
12
The Planning
problem in
Artificial Intelligence is
about the decision
making performed by
intelligent agents when
trying to achieve a
particular goal.
It involves choosing a
sequence of actions
that will most likely
transform the state of
the world to satisfy
that goal.
DEFINITION ORIENTATION
A plan is a structure that gives appropriate actions to apply in order to achieve an objective
when starting from a given state. Why do we need Automated Planning at all? It is an
important part of rational intelligent behavior and therefore a required element of
building autonomous acting intelligent machines and software.
Planning: Decide WHAT actions
to use to achieve (a set of) goals
Scheduling: Decide WHEN and
HOW to perform a given set of
actions
The basic structure of an
Automated Planning process
includes three important
elements:
▪ Planner
▪ Controller
▪ State transition system
Depending on time and resource
restrictions, it is possible to further
include a scheduler that triggers
re-planning, if the objective cannot
be achieved due to the restrictions.
Workflow Control
Robots
Videogames


APPLICATION

AUTOMATED PLANNING SETS THE TONE FOR
AUTONOMOUSLY ACTING INTELLIGENT MACHINES
12
The Planning
problem in
Artificial Intelligence is
about the decision
making performed by
intelligent agents when
trying to achieve a
particular goal.
It involves choosing a
sequence of actions
that will most likely
transform the state of
the world to satisfy
that goal.
DEFINITION ORIENTATION
A plan is a structure that gives appropriate actions to apply in order to achieve an objective
when starting from a given state. Why do we need Automated Planning at all? It is an
important part of rational intelligent behavior and therefore a required element of
building autonomous acting intelligent machines and software.
Planning: Decide WHAT actions
to use to achieve (a set of) goals
Scheduling: Decide WHEN and
HOW to perform a given set of
actions
The basic structure of an
Automated Planning process
includes three important
elements:
▪ Planner
▪ Controller
▪ State transition system
Depending on time and resource
restrictions, it is possible to further
include a scheduler that triggers
re-planning, if the objective cannot
be achieved due to the restrictions.
Workflow Control
Robots
Videogames


APPLICATION

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