diff --git a/docs/index.md b/docs/index.md
index 6b2ea9b36..95a9e1a72 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -41,11 +41,11 @@ env.close()
 To cite this project please use:
 
 ```bibtex
-@article{MinigridMiniworld23,
-  author       = {Maxime Chevalier-Boisvert and Bolun Dai and Mark Towers and Rodrigo de Lazcano and Lucas Willems and Salem Lahlou and Suman Pal and Pablo Samuel Castro and Jordan Terry},
-  title        = {Minigrid \& Miniworld: Modular \& Customizable Reinforcement Learning Environments for Goal-Oriented Tasks},
-  journal      = {CoRR},
-  volume       = {abs/2306.13831},
+@inproceedings{MinigridMiniworld23,
+  author       = {Maxime Chevalier{-}Boisvert and Bolun Dai and Mark Towers and Rodrigo Perez{-}Vicente and Lucas Willems and Salem Lahlou and Suman Pal and Pablo Samuel Castro and Jordan Terry},
+  title        = {Minigrid {\&} Miniworld: Modular {\&} Customizable Reinforcement Learning Environments for Goal-Oriented Tasks},
+  booktitle    = {Advances in Neural Information Processing Systems 36, New Orleans, LA, USA},
+  month        = {December},
   year         = {2023},
 }
 ```