diff --git a/.github/workflows/linux-tutorials-test.yml b/.github/workflows/linux-tutorials-test.yml
index d559302eb..b31b8cbff 100644
--- a/.github/workflows/linux-tutorials-test.yml
+++ b/.github/workflows/linux-tutorials-test.yml
@@ -18,7 +18,8 @@ jobs:
 
             matrix:
                 python-version: ['3.8', '3.9', '3.10', '3.11']
-                tutorial: [Tianshou, CustomEnvironment, CleanRL, SB3/kaz, SB3/waterworld, SB3/test]  # TODO: fix tutorials and add back Ray, fix SB3/connect_four tutorial
+                tutorial: [Tianshou, CustomEnvironment, CleanRL, SB3/kaz, SB3/waterworld, SB3/connect_four, SB3/test]  # TODO: fix tutorials and add back Ray
+
         steps:
             - uses: actions/checkout@v4
             - name: Set up Python ${{ matrix.python-version }}
diff --git a/tutorials/AgileRL/requirements.txt b/tutorials/AgileRL/requirements.txt
index 1262ee83c..71b63edf6 100644
--- a/tutorials/AgileRL/requirements.txt
+++ b/tutorials/AgileRL/requirements.txt
@@ -1,4 +1,4 @@
-agilerl==0.1.22; python_version >= '3.9'
+agilerl==1.0.20; python_version >= '3.9'
 pettingzoo[classic,atari,mpe]>=1.23.1
 SuperSuit>=3.9.0
 torch>=2.0.1