updating readme

README.md

@@ -79,9 +79,9 @@ To add a new metric:
    }
    ```
 
-### Adding New Model Types
+### Adding New Agent Types
 
-To add new model types:
+To add new agent types:
 
 1. Update `model_categories` in `src/utils/config.py`:
    ```python