updated README.md

README.md

@@ -115,3 +115,23 @@ print(info["labels"])
 If everything runs smoothly, you have successfully imported the Atari ROMs and set up your environment.
 
 Reference: [StackOverflow answer](https://stackoverflow.com/a/68143504/38626)
+
+### Visulization with Gradio
+
+> Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitary Python function. You can then share a link to your demo or web application in just a few seconds using Gradio’s built-in sharing features. No JavaScript, CSS, or web hosting experience needed! [from https://www.gradio.app/guides/quickstart]
+
+Prerequisite: Gradio requires Python 3.8 or higher
+
+Run this in your terminal or command prompt:
+
+```shell
+pip install gradio
+```
+
+And then run the following Python file in the root directory:
+
+```shell
+python gradio_reflexion.py
+```
+
+The visulization web application will open in a browser on http://server-ip-address:7860 if running from a file. If you are running within a notebook, the demo will appear embedded within the notebook.