diff --git a/fltk/__main__.py b/fltk/__main__.py
index 37f6605e..c6332429 100644
--- a/fltk/__main__.py
+++ b/fltk/__main__.py
@@ -48,11 +48,16 @@ def cluster_start(args: Namespace, configuration: BareConfig):
     """
     logging.basicConfig(level=logging.DEBUG,
                         datefmt='%m-%d %H:%M')
+    # Set the seed for arrivals, torch seed is mostly ignored. Set the `arrival_seed` to a different value
+    # for each repetition that you want to run an experiment with.
+    configuration.set_seed()
     launch_orchestrator(args=args, conf=configuration)
 
 
 def client_start(args: Namespace, configuration: BareConfig):
     learning_params = extract_learning_parameters(args)
+    # Set the seed for PyTorch, numpy seed is mostly ignored. Set the `torch_seed` to a different value
+    # for each repetition that you want to run an experiment with.
     configuration.set_seed()
     task_id = args.task_id
     launch_client(task_id, config=configuration, learning_params=learning_params, namespace=args)
diff --git a/fltk/util/task/generator/arrival_generator.py b/fltk/util/task/generator/arrival_generator.py
index dbe80a72..9f453e9b 100644
--- a/fltk/util/task/generator/arrival_generator.py
+++ b/fltk/util/task/generator/arrival_generator.py
@@ -146,7 +146,6 @@ def run(self, duration: float):
         @return: None
         @rtype: None
         """
-        np.random.seed(42)
         self.start_time = time.time()
         self.logger.info("Populating tick lists with initial arrivals")
         for task_id in self.job_dict.keys():