diff --git a/docs/Getting-Started-with-Balance-Ball.md b/docs/Getting-Started-with-Balance-Ball.md
index 5b18726a32..9ccb34a51c 100644
--- a/docs/Getting-Started-with-Balance-Ball.md
+++ b/docs/Getting-Started-with-Balance-Ball.md
@@ -269,7 +269,7 @@ on the same graph.
 
 To summarize, go to your command line, enter the `ml-agents` directory and type: 
 
-```python
+```
 python3 python/learn.py <env_file_path> --run-id=<run-identifier> --train 
 ```
 **Note**: If you're using Anaconda, don't forget to activate the ml-agents environment first.
diff --git a/docs/Learning-Environment-Examples.md b/docs/Learning-Environment-Examples.md
index ecb55318eb..ece6fb4932 100644
--- a/docs/Learning-Environment-Examples.md
+++ b/docs/Learning-Environment-Examples.md
@@ -154,15 +154,15 @@ If you would like to contribute environments, please see our
 ![Banana](images/banana.png)
 
 * Set-up: A multi-agent environment where agents compete to collect bananas. 
-* Goal: The agents must learn to move to as many yellow bananas as possible while avoiding red bananas.
-* Agents: The environment contains 10 agents linked to a single brain.
+* Goal: The agents must learn to move to as many yellow bananas as possible while avoiding blue bananas.
+* Agents: The environment contains 5 agents linked to a single brain.
 * Agent Reward Function (independent): 
     * +1 for interaction with yellow banana
-    * -1 for interaction with red banana.
+    * -1 for interaction with blue banana.
 * Brains: One brain with the following observation/action space.
-    * Vector Observation space: (Continuous) 51 corresponding to velocity of agent, plus ray-based perception of objects around agent's forward direction.
+    * Vector Observation space: (Continuous) 53 corresponding to velocity of agent (2), whether agent is frozen and/or shot its laser (2), plus ray-based perception of objects around agent's forward direction (49; 7 raycast angles with 7 measurements for each).
     * Vector Action space: (Continuous) Size of 3, corresponding to forward movement, y-axis rotation, and whether to use laser to disable other agents.
-    * Visual Observations (Optional): First-person view for each agent. 
+    * Visual Observations (Optional; None by default): First-person view for each agent. 
 * Reset Parameters: None
 
 ## Hallway
diff --git a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaRL.unity b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaRL.unity
index 2e49e62fd4..4636cea625 100644
--- a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaRL.unity
+++ b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaRL.unity
@@ -13,7 +13,7 @@ OcclusionCullingSettings:
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+  serializedVersion: 8
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@@ -39,12 +39,11 @@ RenderSettings:
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-  m_UseRadianceAmbientProbe: 0
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-  m_GIWorkflowMode: 0
+  m_GIWorkflowMode: 1
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@@ -55,10 +54,11 @@ LightmapSettings:
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     m_EnableRealtimeLightmaps: 1
   m_LightmapEditorSettings:
-    serializedVersion: 10
+    serializedVersion: 9
     m_Resolution: 2
     m_BakeResolution: 40
-    m_AtlasSize: 1024
+    m_TextureWidth: 1024
+    m_TextureHeight: 1024
     m_AO: 1
     m_AOMaxDistance: 1
     m_CompAOExponent: 1
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       propertyPath: m_IsActive
-      value: 0
+      value: 1
       objectReference: {fileID: 0}
+    - target: {fileID: 114508049814297234, guid: 38400a68c4ea54b52998e34ee238d1a7,
+        type: 2}
+      propertyPath: myAcademyObj
+      value: 
+      objectReference: {fileID: 1574236047}
     m_RemovedComponents: []
   m_ParentPrefab: {fileID: 100100000, guid: 38400a68c4ea54b52998e34ee238d1a7, type: 2}
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       propertyPath: m_IsActive
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+      value: 1
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+    - target: {fileID: 114508049814297234, guid: 38400a68c4ea54b52998e34ee238d1a7,
+        type: 2}
+      propertyPath: myAcademyObj
+      value: 
+      objectReference: {fileID: 1574236047}
     m_RemovedComponents: []
   m_ParentPrefab: {fileID: 100100000, guid: 38400a68c4ea54b52998e34ee238d1a7, type: 2}
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+      value: 1
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+    - target: {fileID: 114508049814297234, guid: 38400a68c4ea54b52998e34ee238d1a7,
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+      value: 
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