Update README.md

README.md

@@ -8,21 +8,21 @@ tags:
 - Puppo
 ---
 
-  # **ppo** Agent playing **Huggy**
+  # **PPO** Agent playing **Huggy**
   This is a trained model of a **PPO** agent playing **Huggy** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
   
   ## Usage (with ML-Agents)
   The Documentation: https://github.com/huggingface/ml-agents#get-started
 
-  ### Resume the training
+  ### Resume training
   You can resume the training using the below code:
   
   ```
   mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
   ```
 
-  ### Watch your Agent play
-  To can watch the agent playing, follow the below steps:
+  ### Watch Agent
+  You can watch the agent playing by following the below steps:
   
   1. Go to https://huggingface.co/spaces/ThomasSimonini/Huggy
   2. Step 1: Find the model_id: `deathReaper0965/Huggy-the-Puppo`