diff --git a/CITATION.cff b/CITATION.cff
index 1bc4f5a..8696aa0 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,10 +1,10 @@
-cff-version: "1.1.0"
+cff-version: 1.2.0
 message: "If you use this software, please cite it as below."
 authors:
   -
     family-names: Raffin
     given-names: Antonin
-    orcid: https://orcid.org/0000-0001-6036-6950
+    orcid: "https://orcid.org/0000-0001-6036-6950"
   -
     family-names: Hill
     given-names: Ashley
@@ -14,17 +14,20 @@ authors:
   -
     family-names: Gleave
     given-names: Adam
-    orcid: https://orcid.org/0000-0002-3467-528X
+    orcid: "https://orcid.org/0000-0002-3467-528X"
   -
     family-names: Kanervisto
     given-names: Anssi
-    orcid: https://orcid.org/0000-0002-7479-4574
+    orcid: "https://orcid.org/0000-0002-7479-4574"
   -
     family-names: Dormann
     given-names: Noah
 
 title: "Stable Baselines3"
+abbreviation: SB3
+url: "https://github.com/DLR-RM/stable-baselines3"
 repository-code: "https://github.com/DLR-RM/stable-baselines3"
+version: 1.1.0
 date-released: 2020-05-05
 license: MIT
-doi: # TODO when paper is released
+# doi: # TODO when paper is released