diff --git a/requirements.txt b/requirements.txt
index aee4484..f0894c1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@ gym==0.21.0
 numba==0.55.0
 numpy==1.21.5
 PettingZoo==1.14.0
-ray==1.9.2
+ray==2.54.0
 ray[tune]==1.9.2
 ray[rllib]==1.9.2
 setuptools==60.5.0