diff --git a/doc/src/Reinforcement/Reinforce.do.txt b/doc/src/Reinforcement/Reinforce.do.txt
index 90c1789a9..b37060c4a 100644
--- a/doc/src/Reinforcement/Reinforce.do.txt
+++ b/doc/src/Reinforcement/Reinforce.do.txt
@@ -2,6 +2,10 @@ TITLE: Data Analysis and Machine Learning: Reinforcement Learning
 AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
 DATE: today
 
+!split
+===== To do list =====
+* discuss Markov Processes
+* develop math 
 
 !split
 ===== Reinforcement Learning: Overarching view =====