diff --git a/18_reinforcement_learning.ipynb b/18_reinforcement_learning.ipynb
index 10e07b6..29b1f53 100644
--- a/18_reinforcement_learning.ipynb
+++ b/18_reinforcement_learning.ipynb
@@ -22,6 +22,9 @@
     "  <td>\n",
     "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/18_reinforcement_learning.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
     "  </td>\n",
+    "  <td>\n",
+    "    <a target=\"_blank\" href=\"https://kaggle.com/kernels/welcome?src=https://github.com/pizzaz93/handson-ml2/blob/add-kaggle-badge/18_reinforcement_learning.ipynb\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",
+    "  </td>\n",
     "</table>"
    ]
   },