diff --git a/.devcontainer/requirements.txt b/.devcontainer/requirements.txt
index 815293db..7dbf869d 100644
--- a/.devcontainer/requirements.txt
+++ b/.devcontainer/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.12.0
+keras==3.13.1
 nltk==3.8.1
 pandas==2.2.2
 pillow==10.4.0
diff --git a/binder/requirements.txt b/binder/requirements.txt
index 0a331582..cb09d040 100644
--- a/binder/requirements.txt
+++ b/binder/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.12.0
+keras==3.13.1
 nltk==3.8.2
 pandas==2.0.3
 pillow==10.4.0
diff --git a/requirements.txt b/requirements.txt
index 815293db..7dbf869d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.12.0
+keras==3.13.1
 nltk==3.8.1
 pandas==2.2.2
 pillow==10.4.0