readme: ---
  tags:
  - Pixelcopter-PLE-v0
  - reinforce
  - reinforcement-learning
  - custom-implementation
  - deep-rl-class
  model-index:
  - name: Reinforce-PixelCopter-v2
    results:
    - task:
        type: reinforcement-learning
        name: reinforcement-learning
      dataset:
        name: Pixelcopter-PLE-v0
        type: Pixelcopter-PLE-v0
      metrics:
      - type: mean_reward
        value: 18.50 +/- 21.02
        name: mean_reward
        verified: false
  ---
  <br>
  pixelcopter_hyperparameters = { <br>
      "h_size": 64, <br>
      "n_training_episodes": 50000, <br>
      "n_evaluation_episodes": 10, <br>
      "max_t": 10000, <br>
      "gamma": 0.99, <br>
      "lr": 1e-4, <br>
      "env_id": env_id, <br>
      "state_space": s_size, <br>
      "action_space": a_size, <br>
  }<br>
    