diff --git a/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/Pyramids.bytes b/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/Pyramids.bytes
index 11a55dca0b..f87fe36b1e 100644
Binary files a/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/Pyramids.bytes and b/UnitySDK/Assets/ML-Agents/Examples/Pyramids/TFModels/Pyramids.bytes differ
diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml
index cda281d4ef..9057134dd0 100644
--- a/config/trainer_config.yaml
+++ b/config/trainer_config.yaml
@@ -103,7 +103,7 @@ PyramidBrain:
     hidden_units: 512
     num_layers: 2
     beta: 1.0e-2
-    max_steps: 2.0e5
+    max_steps: 5.0e5
     num_epoch: 3
 
 VisualPyramidBrain: