diff --git a/docs/docs/release_notes.xml b/docs/docs/release_notes.xml
index ab8cccda86..d6a59ee110 100644
--- a/docs/docs/release_notes.xml
+++ b/docs/docs/release_notes.xml
@@ -11,6 +11,18 @@
+New Features:
+
+Non-Backwards Compatible Changes:
+
+Bug fixes:
+
+Other:
+
+
+
+
+
New Features:
- Added routines for performing BFGS and L-BFGS optimization with box constraints.
See the new find_min_box_constrained() and find_max_box_constrained() routines.
@@ -47,7 +59,7 @@ Other:
version of it that is optimized for this case.
- Dlib's cmake files will now automatically link to the Intel MKL on MS Windows
platforms if the MKL is installed.
-
+