diff --git a/HISTORY.rst b/HISTORY.rst
index f837de67f..f2faa2e8d 100644
--- a/HISTORY.rst
+++ b/HISTORY.rst
@@ -9,6 +9,7 @@ History
 * Add possibility of passing fit parameters used by estimators.
 * Fix memory issue CQR when testing for upper and lower bounds.
 * Add Winkler Interval Score.
+* Allow `random_state` to be passed when instancing a MapieQuantileRegressor
 
 0.8.2 (2024-01-11)
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