Update README.md

README.md

@@ -21,6 +21,37 @@
   ```
   mlagents-learn ./config/ppo/SnowballTarget.yaml --run-id="SnowballTarget-v1" --resume
   ```
+  ### Training hyperparameters
+  ```python
+  behaviors:
+  SnowballTarget:
+    trainer_type: ppo
+    summary_freq: 10000
+    keep_checkpoints: 5
+    checkpoint_interval: 50000
+    max_steps: 900000
+    time_horizon: 128
+    threaded: true
+    hyperparameters:
+      learning_rate: 0.0001
+      learning_rate_schedule: linear
+      batch_size: 128
+      buffer_size: 4096
+      beta: 0.005
+      epsilon: 0.2
+      lambd: 0.95
+      num_epoch: 5
+    network_settings:
+      normalize: false
+      hidden_units: 256
+      num_layers: 3
+      vis_encode_type: simple
+    reward_signals:
+      extrinsic:
+        gamma: 0.99
+        strength: 1.0
+  ```
+
   ### Watch your Agent play
   You can watch your agent **playing directly in your browser:**.