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AAAI21_Emergent_language
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haoyifan
AAAI21_Emergent_language
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e2e29567
Commit
e2e29567
authored
Sep 10, 2020
by
Zidong Du
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AAAI2021/tex/introduction.tex
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e2e29567
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@@ -182,7 +182,6 @@ In this paper, we made the following contributions:
...
@@ -182,7 +182,6 @@ In this paper, we made the following contributions:
\item
To our best knowledge, we are the first work to successfully achieve
\item
To our best knowledge, we are the first work to successfully achieve
high compositional symbolic
high compositional symbolic
language naturally, without any deliberately handcrafted induction.
language naturally, without any deliberately handcrafted induction.
<<<<<<< HEAD
\item
We analyze the compositionality of emerged symbolic language
\item
We analyze the compositionality of emerged symbolic language
after removing deliberately handcrafted inductions.
after removing deliberately handcrafted inductions.
\item
We propose a novel mutual information-based metric to measure the
\item
We propose a novel mutual information-based metric to measure the
...
@@ -192,15 +191,6 @@ high compositional symbolic
...
@@ -192,15 +191,6 @@ high compositional symbolic
experimental results lead to a counter-intuitive conclusion that lower agent
experimental results lead to a counter-intuitive conclusion that lower agent
capacity facilitates the emergence of symbolic language with higher
capacity facilitates the emergence of symbolic language with higher
compositionality.
compositionality.
=======
\item
We thoroughly analyze the compositionality of emerged symbolic language
after removing deliberately handcrafted inductions, and confirm that the agent
capacity acts as a key factor for compositionality.
\item
We experimentally verify the relationship between agent capacity and compositionality
of symbolic language. Both theoretical analysis and experimental results
lead to a counter-intuitive conclusion that lower agent capacity
facilitates the emergence of symbolic language with higher compositionality.
>>>>>>> ea172193997fc5aa562d410ba8d7dfa90276246d
\end{itemize}
\end{itemize}
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