diff --git a/README.md b/README.md
index ce0b76d..aa8dd4f 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
Implementation of Recurrent Memory Transformer (openreview) in Pytorch. They had a short follow up paper recently that demonstrated it was able to copy information across 1 million tokens at the very least.
-There is no doubt in my mind that RMT would make a stronger RL agent than AdA, which is just a Transformer-XL
+There is no doubt in my mind that RMT would make a stronger RL agent than AdA, which is just a Transformer-XL - Update: Recurrent Memory Decision Transformer
Yannic Kilcher paper review