---
tags:
- CartPole-v1
- reinforce
- reinforcement-learning
- gymnasium
- custom-implementation
model-index:
- name: Reinforce-Cartpole-v1
  results:
  - task:
      type: reinforcement-learning
      name: reinforcement-learning
    dataset:
      name: CartPole-v1
      type: CartPole-v1
    metrics:
    - type: mean_reward
      value: 26.10 +/- 8.02
      name: mean_reward
      verified: false
---

    # Reinforce Agent Playing CartPole-v1

    This is a trained model of a **Reinforce** agent playing **CartPole-v1**.

    ## Usage

    ```python
    model = torch.load("model.pt")

    with open("hyperparameters.json", "r") as f:
        hyperparameters = json.load(f)

    env = gym.make(hyperparameters["env_id"], render_mode="rgb_array")
    ```