---
tags:
- Pixelcopter-PLE-v0
- reinforce
- policy-gradient
- reinforcement-learning
- pixelcopter
- custom-implementation
model-index:
- name: Reinforce-Pixelcopter-PLE-v0
  results:
  - task:
      type: reinforcement-learning
      name: reinforcement-learning
    dataset:
      name: Pixelcopter-PLE-v0
      type: Pixelcopter-PLE-v0
    metrics:
    - type: mean_reward
      value: 48.95 +/- 42.79
      name: mean_reward
      verified: false
---

# **REINFORCE** Agent on **Pixelcopter-PLE-v0**

This repository contains a **REINFORCE (policy gradient)** agent trained on **Pixelcopter-PLE-v0**.

## Evaluation
- Mean reward: **48.95 ± 42.79**
- Episodes: 20

## Algorithm
- Monte Carlo Policy Gradient
- Stochastic policy
- PyTorch implementation