Update README.md with images

README.md

@@ -9,4 +9,17 @@ python train.py
 ![figure](https://neuralmmo.github.io/_static/banner.png)
 
 # ![icon](https://neuralmmo.github.io/_build/html/_images/icon.png) Welcome to the Platform!
+## Results
+
+In the "results" folder, you can find the following images:
+
+1. **Action Decoder of NMMO**:
+   - ![Action Decoder](results/action_decoder_sd.png)
+   - Description: This is the action decoder architecture of the Neural MMO (NMMO) model.
+
+2. **Multihead Attention Communication Channel between Agents**:
+   - ![Multihead Attention](results/mha_advising_sd.png)
+   - Description: This is the communication channel between agents using multihead attention mechanism.
+
+