diff --git a/index.html b/index.html
index f03192f..758dcf7 100644
--- a/index.html
+++ b/index.html
@@ -299,7 +299,7 @@ <h2>Try</h2>
       </div>
     </div>
     <h2>Read</h2>
-    <a href="https://openreview.net/forum?id=PczQtTsTIX">
+    <a href="https://openreview.net/pdf?id=PczQtTsTIX">
       <ol class="paper-strip">
         <li><img src="./static/images/paperimg/paperimg-01.png" /> </li>
         <li><img src="./static/images/paperimg/paperimg-02.png" /> </li>
@@ -331,7 +331,7 @@ <h2>Cite</h2>
     title={CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity}, 
     booktitle={The Twelfth International Conference on Learning Representations},
     year={2024},
-    url={https://openreview.net/forum?id=PczQtTsTIX}
+    url={https://openreview.net/pdf?id=PczQtTsTIX}
 }
     </code></pre>
   </div>