diff --git a/agents/ppo/agent.py b/agents/ppo/agent.py
index 0f28d7d..82c5f75 100644
--- a/agents/ppo/agent.py
+++ b/agents/ppo/agent.py
@@ -114,17 +114,6 @@ class Agent:
 
                 T.nn.utils.clip_grad_norm_(
                     self.critic.parameters(), max_norm=2)
-                #
-                # # Calculate the gradient norms for both networks
-                # actor_grad_norm = T.nn.utils.clip_grad_norm_(
-                #     self.actor.parameters(), max_norm=2)
-                #
-                # critic_grad_norm = T.nn.utils.clip_grad_norm_(
-                #     self.critic.parameters(), max_norm=2)
-                #
-                # # Log or print the gradient norms
-                # print(f"Actor Gradient Norm: {actor_grad_norm}")
-                # print(f"Critic Gradient Norm: {critic_grad_norm}")
 
                 self.actor.optimizer.step()
                 self.critic.optimizer.step()