diff --git a/reinforcement/evolution.py b/reinforcement/evolution.py
new file mode 100644
index 0000000..084a638
--- /dev/null
+++ b/reinforcement/evolution.py
@@ -0,0 +1,18 @@
+from .agentconfig import AgentConfig
+from .abstract_agent import AgentBase
+
+
+class EvolutionStrategies(AgentBase):
+
+    def __init__(self, network, agentconfig: AgentConfig, **kw):
+        super().__init__(network, agentconfig, **kw)
+
+
+    def reset(self):
+        pass
+
+    def sample(self, state, reward):
+        pass
+
+    def accumulate(self, state, reward):
+        pass
\ No newline at end of file