Update docs

Author: maryamhonari

com.unity.ml-agents/Tests/Editor/Inference/ModelRunnerTest.cs

@@ -196,11 +196,11 @@ public void TestRunModel_stochastic()
             info1.episodeId = 1;
             modelRunner.PutObservations(info1, obs);
             modelRunner.DecideBatch();
-            var stochAction1 = (float[]) modelRunner.GetAction(1).ContinuousActions.Array.Clone();
+            var stochAction1 = (float[])modelRunner.GetAction(1).ContinuousActions.Array.Clone();
 
             modelRunner.PutObservations(info1, obs);
             modelRunner.DecideBatch();
-            var stochAction2 = (float[]) modelRunner.GetAction(1).ContinuousActions.Array.Clone();
+            var stochAction2 = (float[])modelRunner.GetAction(1).ContinuousActions.Array.Clone();
             // Stochastic action selection should output randomly different action values with same obs
             Assert.IsFalse(Enumerable.SequenceEqual(stochAction1, stochAction2, new FloatThresholdComparer(0.001f)));
             modelRunner.Dispose();

docs/Getting-Started.md

@@ -119,8 +119,9 @@ example.
    **Note** : You can modify multiple game objects in a scene by selecting them
    all at once using the search bar in the Scene Hierarchy.
 1. Set the **Inference Device** to use for this model as `CPU`.
-1. If the model is trained with Release 19 or later, you can select 
-   `Deterministic Inference` to choose actions deterministically from the model. 
+1. If the model is trained with Release 19 or later, you can select
+   `Deterministic Inference` to choose actions deterministically from the model.
+   Works only for inference within unity with no python process involved.
 1. Click the **Play** button in the Unity Editor and you will see the platforms
    balance the balls using the pre-trained model.
 

docs/Learning-Environment-Design-Agents.md

@@ -987,9 +987,9 @@ be called independently of the `Max Step` property.
     training)
   - `Inference Device` - Whether to use CPU or GPU to run the model during
     inference
-  - `Deterministic Inference` - Weather to set action selection to deterministic, 
-    Only applies to inference from within unity (no python process involved) and 
-    Release 19 or later.   
+  - `Deterministic Inference` - Weather to set action selection to deterministic,
+    Only applies to inference from within unity (with no python process involved) and
+    Release 19 or later.
   - `Behavior Type` - Determines whether the Agent will do training, inference,
     or use its Heuristic() method:
     - `Default` - the Agent will train if they connect to a python trainer,