diff --git a/README.md b/README.md
index 56e0e7e..881bfc7 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ This repository contains codes that are used for generating numerical results in
 "Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Shared Global State", 
 Transactions on Machine Learning Research, May, 2023. 
 
-[[arXiv]](https://arxiv.org/abs/2301.06889) [[TMLR]]()
+[[arXiv]](https://arxiv.org/abs/2301.06889) [[TMLR]](https://openreview.net/forum?id=ZME2nZMTvY)
 
 ```
 @article{mondal2023mean,