Update README.md

Add training hyperparameters

README.md

@@ -36,4 +36,26 @@ model-index:
                   desc=["SFFF", "FHHF", "FFHF", "HFFG"],
                   is_slippery=True)
   ```
-  
+  
+  ## Training parameters
+
+  ```python
+  # Training parameters
+  n_training_episodes = 105000  # Total training episodes
+  learning_rate = 0.8          # Learning rate
+
+  # Evaluation parameters
+  n_eval_episodes = 100        # Total number of test episodes
+
+  # Environment parameters
+  env_id = "FrozenLake-v1"     # Name of the environment
+  max_steps = 99               # Max steps per episode
+  gamma = 0.98                 # Discounting rate
+  eval_seed = []               # The evaluation seed of the environment
+
+  # Exploration parameters
+  max_epsilon = 0.99            # Exploration probability at start
+  min_epsilon = 0.02            # Minimum exploration probability 
+  decay_rate = 0.009            # Exponential decay rate for exploration prob
+  
+  ```