README.md

metadata

tags:
  - Pixelcopter-PLE-v0
  - reinforce
  - reinforcement-learning
  - custom-implementation
  - deep-rl-class
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: 76.70 +/- 65.02
            name: mean_reward
            verified: false

Reinforce Agent playing Pixelcopter-PLE-v0

This is a trained model of a Reinforce agent playing Pixelcopter-PLE-v0 . To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction

Training Time

Trained on 50 000 timesteps for 4 hours and 20 minutes.

Hyperparameters

pixelcopter_hyperparameters = {
    "h_size": 64,
    "n_training_episodes": 50000,
    "n_evaluation_episodes": 10,
    "max_t": 10000,
    "gamma": 0.99,
    "lr": 1e-4,
    "env_id": env_id,
    "state_space": s_size,
    "action_space": a_size,
}