Added commented paragraph

Author: splion-360

intermediate_source/reinforcement_q_learning.py

@@ -91,15 +91,23 @@
     "cpu"
 )
 
-# set the seeds for reproducibility
-seed = 42
-random.seed(seed)
-torch.manual_seed(seed)
-env.reset(seed=seed)
-env.action_space.seed(seed)
-env.observation_space.seed(seed)
-if torch.cuda.is_available(): 
-    torch.cuda.manual_seed(seed)
+
+# To ensure reproducibility during training, you can fix the random seeds
+# by uncommenting the lines below. This makes the results consistent across
+# runs, which is helpful for debugging or comparing different approaches.
+#
+# That said, allowing randomness can be beneficial in practice, as it lets
+# the model explore different training trajectories.
+
+
+# seed = 42
+# random.seed(seed)
+# torch.manual_seed(seed)
+# env.reset(seed=seed)
+# env.action_space.seed(seed)
+# env.observation_space.seed(seed)
+# if torch.cuda.is_available(): 
+#     torch.cuda.manual_seed(seed)
 
 
 ######################################################################