---
title: TogyzkumalakRL
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
- streamlit
pinned: false
short_description: TogyzkumalakRL is AI
license: mit
---

# 🎮 Togyzkumalak RL Agent

Play against an RL agent trained through Self-Play using PPO and Gymnasium.

## How to play?

Choose the hole (from 0 to 8) from which you want to make a move. The model will respond automatically.

## About the technology

-Self-Play Training
-RL: Stable Baselines3 + PPO
- Gymnasium environment for Togyzkumalak
- Web interface: Streamlit
- Deploy: Docker [[4]](https://huggingface.co/docs/hub/spaces-docker)