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README.md

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+---
+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: 663.00 +/- 186.28
+      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}
+```
+