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AAAI21_Emergent_language
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haoyifan
AAAI21_Emergent_language
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37c67ee2
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37c67ee2
authored
Sep 10, 2020
by
haoyifan
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AAAI2021/tex/introduction.tex
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...
@@ -46,7 +46,7 @@ vocabulary can express almost infinite concepts.}
...
@@ -46,7 +46,7 @@ vocabulary can express almost infinite concepts.}
Prior studies focus on achieving high compositional symbolic language
Prior studies focus on achieving high compositional symbolic language
through
\emph
{
deliberately handcrafted
}
inductions, e.g., small vocabulary
through
\emph
{
deliberately handcrafted
}
inductions, e.g., small vocabulary
sizes~
\cite
{}
, memoryless~
\cite
{}
,
carefully constructed reward
s~
\cite
{}
, and
sizes~
\cite
{}
, memoryless~
\cite
{}
,
addtional rewards~
\cite
{}
, constructed loss function
s~
\cite
{}
, and
ease-of-teaching~
\cite
{}
.
\note
{
The possible intuition is that high compositional symbolic
ease-of-teaching~
\cite
{}
.
\note
{
The possible intuition is that high compositional symbolic
language cannot emerge without induction in existing multi-agent environment.
}
language cannot emerge without induction in existing multi-agent environment.
}
Figure~
\ref
{
fig:induction
}
reports the compositionality when training two agents in the widely-used
Figure~
\ref
{
fig:induction
}
reports the compositionality when training two agents in the widely-used
...
...
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