---
tags:
- reinforcement-learning
- ml-agents
- ppo
- unity
- SnowballTarget
- ML-Agents-SnowballTarget
license: mit
---

# PPO SnowballTarget

This is a trained PPO agent playing SnowballTarget using Unity ML-Agents.

## Environment
SnowballTarget

## Algorithm
PPO (Proximal Policy Optimization)

## Training Results

Final mean reward: ~23.2 after 200k training steps.

## Usage

You can watch the agent play directly in your browser:

1. Go to:
https://huggingface.co/spaces/ThomasSimonini/ML-Agents-SnowballTarget

2. Search for "RyanAA"

3. Select `SnowballTarget.onnx`

4. Click "Watch the agent play"

## Files

- `SnowballTarget.onnx` — trained policy network