
# **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}
```
    
{"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}]}]}]}
stable-baselines3 SpaceInvadersNoFrameskip-v4 deep-reinforcement-learning reinforcement-learning model-index region:us
TAGS
#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us 


# 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: URL

# Hyperparameters

    
# 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: URL # Hyperparameters
TAGS
#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us 
 # 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: URL # Hyperparameters
TAGS
#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us 
# 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: URL# Hyperparameters