diff --git a/CITATION.cff b/CITATION.cff
index da6ec0fc1..d744f7ce6 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -20,7 +20,33 @@ keywords:
 <<requires::license license: "BSD license" endrequires::license>>
 
 authors:
-  - family-names: ""
-    given-names: ""
-    affiliation: "Leibniz University Hannover, Germany"
-...
+  - family-names: "Becktepe"
+    given-names: "Jannis"
+    affiliation: "Leibniz University Hannover"
+  - family-names: "Dierkes"
+    given-names: "Julian"
+    affiliation: "RWTH Aachen University"
+  - family-names: "Benjamins"
+    given-names: "Carolin"
+    affiliation: "Leibniz University Hannover"
+  - family-names: "Salinas"
+    given-names: "David"
+    affiliation: "Albert-Ludwigs University Freiburg"
+  - family-names: "Mohan"
+    given-names: "Aditya"
+    affiliation: "Leibniz University Hannover"
+  - family-names: "Rajan"
+    given-names: "Raghu"
+    affiliation: "Albert-Ludwigs University Freiburg"
+  - family-names: "Eimer"
+    given-names: "Theresa"
+    affiliation: "Leibniz University Hannover"
+  - family-names: "Hutter"
+    given-names: "Frank"
+    affiliation: "Albert-Ludwigs University Freiburg"
+  - family-names: "Hoos"
+    given-names: "Holger"
+    affiliation: "RWTH Aachen University"
+  - family-names: "Lindauer"
+    given-names: "Marius"
+    affiliation: "Leibniz University Hannover"
diff --git a/README.md b/README.md
index 11a90201a..7f487c545 100644
--- a/README.md
+++ b/README.md
@@ -109,4 +109,10 @@ Just like with RL agents, you can call 'step' multiple times until termination (
 
 If you use ARLBench in your work, please cite us:
 
-TODO
+```bibtex
+@misc{beckdierkes24,
+  author    = {J. Becktepe and J. Dierkes and C. Benjamins and D. Salinas and A. Mohan and R. Rajan and T. Eimer and F. Hutter and H. Hoos and M. Lindauer},
+  title     = {ARLBench},
+  year      = {2024},
+  url = {https://github.com/automl/arlbench},
+```