Update README.md

README.md

@@ -20,8 +20,16 @@ model-index:
       name: mean_reward
       verified: false
 ---
-
-  # **Reinforce** Agent playing **Pong-PLE-v0**
-  This is a trained model of a **Reinforce** agent playing **Pong-PLE-v0** .
-  To learn to use this model and train yours check Unit 5 of the Deep Reinforcement Learning Class: https://github.com/huggingface/deep-rl-class/tree/main/unit5
+## parameters
+pong_hyperparameters = { <br>
+    "h_size": 64,<br>
+    "n_training_episodes": 20000,<br>
+    "n_evaluation_episodes": 10,<br>
+    "max_t": 5000,<br>
+    "gamma": 0.99,<br>
+    "lr": 1e-2,<br>
+    "env_id": env_id,<br>
+    "state_space": s_size,<br>
+    "action_space": a_size,<br>
+}<br>