---
tags:
- Pixelcopter-PLE-v0
- ppo
- deep-reinforcement-learning
- reinforcement-learning
- custom-implementation
- deep-rl-course
model-index:
- name: SARSA_QLEARNING
  results:
  - task:
      type: reinforcement-learning
      name: reinforcement-learning
    dataset:
      name: Pixelcopter-PLE-v0
      type: Pixelcopter-PLE-v0
    metrics:
    - type: mean_reward
      value: 49.30 +/- 37.85
      name: mean_reward
      verified: false
---

  # REINFORCE Agent Playing Pixelcopter-PLE-v0

  This is a trained model of a REINFORCE agent playing Pixelcopter-PLE-v0.

  # Hyperparameters
  hp_seed: 1<br />hp_torch_deterministic: True<br />hp_nb_frames: 8<br />hp_total_timesteps: 1005000<br />hp_learning_t: 500<br />hp_num_envs: 12<br />hp_learning_rate: 0.0001<br />hp_gamma: 0.99<br />hp_buffer_size: 10000<br />hp_batch_size: 32