diff --git a/sims/Timeloop/README.md b/sims/Timeloop/README.md
new file mode 100644
index 00000000..352ae90c
--- /dev/null
+++ b/sims/Timeloop/README.md
@@ -0,0 +1,25 @@
+# Timeloop Simulator Documentation
+
+## Overview
+
+The Timeloop simulator is an architecture simulation tool for evaluating Deep Neural Network Accelerator designs. 
+
+## Running the Simulator
+
+To run the simulator, you need to build the docker image first and run the docker container. Multiple agents can be used to run the simulator.
+
+1. Change directory to the Timeloop simulator
+```
+cd sims/Timeloop
+```
+
+2. Build the docker image
+```
+sudo ./build.sh
+```
+
+3. Run the docker container
+```
+docker run timeloop_4_archgym --algo=aco
+```
+
diff --git a/sims/Timeloop/train_rw_timeloop.py b/sims/Timeloop/train_rw_Timeloop.py
similarity index 100%
rename from sims/Timeloop/train_rw_timeloop.py
rename to sims/Timeloop/train_rw_Timeloop.py