diff --git a/README.md b/README.md
index de672d7b10fc69cdb9e3798fc3d0f04bcad0c41c..ab1741838c939b13fc580168544b9c5895cea9c6 100755
--- a/README.md
+++ b/README.md
@@ -3,10 +3,11 @@
 ## Introduction
 Our model is a domain-independent user simulator, which means it is not based on any domain-dependent freatures and the output representation is also domain-independent. Therefore, it can easily adapt to a new domain, without additional feature engineering and model retraining.
 
-The code of TUS is in `convlab2/policy/tus` and I also create a rule-based DST of user (`convlab2/dst/rule/multiwoz/dst.py`) based on the rule-based DST in `convlab2/dst/rule/multiwoz/dst.py`.
+The code of TUS is in `convlab2/policy/tus` and a rule-based DST of user is also created in `convlab2/dst/rule/multiwoz/dst.py` based on the rule-based DST in `convlab2/dst/rule/multiwoz/dst.py`.
 
 ## How to run the model
 ### Train the user simulator
+`python3 convlab2/policy/tus/multiwoz/train.py --user_config convlab2/policy/tus/multiwoz/exp/default.json`
 
 ### Train a dialogue policy with TUS
 
diff --git a/convlab2/policy/tus/Da2Goal.py b/convlab2/policy/tus/multiwoz/Da2Goal.py
similarity index 100%
rename from convlab2/policy/tus/Da2Goal.py
rename to convlab2/policy/tus/multiwoz/Da2Goal.py
diff --git a/convlab2/policy/tus/Goal.py b/convlab2/policy/tus/multiwoz/Goal.py
similarity index 100%
rename from convlab2/policy/tus/Goal.py
rename to convlab2/policy/tus/multiwoz/Goal.py
diff --git a/convlab2/policy/tus/TUS.py b/convlab2/policy/tus/multiwoz/TUS.py
similarity index 100%
rename from convlab2/policy/tus/TUS.py
rename to convlab2/policy/tus/multiwoz/TUS.py
diff --git a/convlab2/policy/tus/analysis.py b/convlab2/policy/tus/multiwoz/analysis.py
similarity index 100%
rename from convlab2/policy/tus/analysis.py
rename to convlab2/policy/tus/multiwoz/analysis.py
diff --git a/convlab2/policy/tus/config.json b/convlab2/policy/tus/multiwoz/config.json
similarity index 100%
rename from convlab2/policy/tus/config.json
rename to convlab2/policy/tus/multiwoz/config.json
diff --git a/convlab2/policy/tus/exp/default.json b/convlab2/policy/tus/multiwoz/exp/default.json
similarity index 100%
rename from convlab2/policy/tus/exp/default.json
rename to convlab2/policy/tus/multiwoz/exp/default.json
diff --git a/convlab2/policy/tus/train.py b/convlab2/policy/tus/multiwoz/train.py
similarity index 100%
rename from convlab2/policy/tus/train.py
rename to convlab2/policy/tus/multiwoz/train.py
diff --git a/convlab2/policy/tus/transformer.py b/convlab2/policy/tus/multiwoz/transformer.py
similarity index 100%
rename from convlab2/policy/tus/transformer.py
rename to convlab2/policy/tus/multiwoz/transformer.py
diff --git a/convlab2/policy/tus/usermanager.py b/convlab2/policy/tus/multiwoz/usermanager.py
similarity index 100%
rename from convlab2/policy/tus/usermanager.py
rename to convlab2/policy/tus/multiwoz/usermanager.py
diff --git a/convlab2/policy/tus/util.py b/convlab2/policy/tus/multiwoz/util.py
similarity index 100%
rename from convlab2/policy/tus/util.py
rename to convlab2/policy/tus/multiwoz/util.py