README.md

metadata

tags:
  - SpaceInvadersNoFrameskip-v4
  - deep-reinforcement-learning
  - reinforcement-learning
  - stable-baselines3
model-index:
  - name: DQN
    results:
      - task:
          type: reinforcement-learning
          name: reinforcement-learning
        dataset:
          name: SpaceInvadersNoFrameskip-v4
          type: SpaceInvadersNoFrameskip-v4
        metrics:
          - type: mean_reward
            value: 729.00 +/- 268.98
            name: mean_reward
            verified: false

DQN Agent Playing SpaceInvadersNoFrameskip-v4

This is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4. To learn to use this model and train yours check Unit 3 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit3/introduction

Hyperparameters

{'batch_size': 32,
 'buffer_size': 200000,
 'end_e': 0.01,
 'exploration_fraction': 0.1,
 'gamma': 0.99,
 'learning_rate': 0.0001,
 'learning_starts': 80000,
 'start_e': 1.0,
 'target_network_frequency': 1000,
 'tau': 1.0,
 'total_timesteps': 2500000,
 'train_frequency': 4}