---
license: apache-2.0
tags:
  - reinforcement-learning
  - stable-baselines3
  - ppo
  - gym
library_name: stable-baselines3
task: reinforcement-learning
---

# CartPole PPO Agent

This repository contains a **trained PPO (Proximal Policy Optimization) agent** for the **CartPole-v1** environment from OpenAI Gym.  
The agent is trained to balance the pole on the cart as long as possible while maximizing the reward.

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## Features

- **Environment:** OpenAI Gym `CartPole-v1`
- **Algorithm:** Proximal Policy Optimization (PPO)
- **Trained Model:** [`ppo_cartpole.zip`](https://huggingface.co/jatinror/cartpole-ppo-agent/resolve/main/model/ppo_cartpole.zip)
- **Python 3.10+ compatible**
- **Direct Hugging Face Integration:** Load model for evaluation or further training

---

## Installation

1. Clone the repository:

```bash
git clone https://huggingface.co/jatinror/cartpole-ppo-agent
cd cartpole-ppo-agent

-