README.md

---
tags:
- SpaceInvadersNoFrameskip-v4
- deep-reinforcement-learning
- reinforcement-learning
model-index:
- name: DQN
  results:
  - task:
      type: reinforcement-learning
      name: reinforcement-learning
    dataset:
      name: SpaceInvadersNoFrameskip-v4
      type: SpaceInvadersNoFrameskip-v4
    metrics:
    - type: mean_reward
      value: 668.00 +/- 216.31
      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
```python
{'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}
```