From 13dc8d3f6983957f369b39a43414f8dcdf499c33 Mon Sep 17 00:00:00 2001
From: Antonio Andriella <aandriella@iri.upc.edu>
Date: Wed, 4 Aug 2021 17:04:34 +0200
Subject: [PATCH] update documentation

---
 README.md | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 37b452e..2a38f8e 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,7 @@
-# IRLCognitiveGame
-IRL for generating caregivers' initial policies
+### Max Entropy and Max Causal Entropy algorithms based on the work of [ Maximilian Luz](https://github.com/qzed/irl-maxent) ### 
+
+#### Package:
+- **src** folder contains the following classes:
+    * maxent, implementation of the maxent and maxcausalent of Maximilian Luz
+        * optimizer, auxiliary class to speed up the learning
+    * value iteration based on the code of Yiren Lu
\ No newline at end of file
-- 
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