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multiarm

Multiarm is an adjective describing something that has more than one arm, and it can also function as a noun to refer to devices or systems consisting of several manipulators. The term is used across disciplines to denote configurations that employ multiple arms or appendages capable of coordinated action.

In biology, many organisms possess multiple arms or tentacles that can be used for locomotion, feeding, or

In robotics and automation, multiarm systems consist of two or more robotic arms mounted on a common

In computer science, the term appears in the context of multi-armed bandit problems, a model for sequential

In clinical research, a multi-arm trial compares several treatment arms within a single study, sometimes alongside

manipulation.
Examples
include
octopuses
and
squids
with
eight
or
more
arms,
and
starfish,
crinoids,
and
other
echinoderms
with
multiple
radial
arms.
The
term
is
also
used
to
describe
limb
arrangements
in
certain
arachnids
or
polychaete
worms,
though
precise
anatomy
varies
by
lineage.
base
or
workspace.
They
enable
parallel
manipulation,
such
as
simultaneous
assembly
or
object
transfer,
improving
throughput
but
requiring
careful
coordination,
collision
avoidance,
and
synchronized
control
to
prevent
interference.
decision
making
in
which
an
agent
chooses
among
several
arms
with
uncertain
rewards.
The
challenge
is
to
balance
exploration
of
arms
with
potential
rewards
against
exploitation
of
known
good
options.
a
shared
control
arm.
This
design
can
improve
efficiency
and
allow
direct
comparison
across
multiple
therapies,
but
increases
statistical
complexity
and
requires
careful
pre-specification
of
hypotheses
and
endpoints.