diff --git a/Policy_Iteration.py b/Policy_Iteration.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Value_Interation.py b/Value_Interation.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Value_Iteration.py b/Value_Iteration.py
new file mode 100644
index 0000000000000000000000000000000000000000..aea7540ac948a86396a3f58abd9aa2ef6c26e731
--- /dev/null
+++ b/Value_Iteration.py
@@ -0,0 +1,16 @@
+
+import numpy as np
+import pandas as pd
+
+
+class rlalgorithm:
+    def __init__(self, actions, ...):
+        self.actions = actions
+
+    def choose_action(self, observation):
+	# implement this.
+        return action
+
+    def learn(...):
+	#implement this. Learn something from the transition
+