diff --git a/src/primaite/session/environment.py b/src/primaite/session/environment.py
index c66663e3..ac9415ac 100644
--- a/src/primaite/session/environment.py
+++ b/src/primaite/session/environment.py
@@ -26,14 +26,25 @@ except ModuleNotFoundError:
     _LOGGER.debug("Torch not available for importing")
 
 
-def set_random_seed(seed: int) -> Union[None, int]:
+def set_random_seed(seed: int, generate_seed_value: bool) -> Union[None, int]:
     """
     Set random number generators.
 
+    If seed is None or -1 and generate_seed_value is True randomly generate a
+    seed value.
+    If seed is > -1 and generate_seed_value is True ignore the latter and use
+    the provide seed value.
+
     :param seed: int
+    :param generate_seed_value: bool
+    :return: None or the int representing the seed used.
     """
     if seed is None or seed == -1:
-        return None
+        if generate_seed_value:
+            rng = np.random.default_rng()
+            seed = int(rng.integers(low=0, high=2**63))
+        else:
+            return None
     elif seed < -1:
         raise ValueError("Invalid random number seed")
     # Seed python RNG
@@ -65,7 +76,8 @@ class PrimaiteGymEnv(gymnasium.Env):
         """Object that returns a config corresponding to the current episode."""
         self.seed = self.episode_scheduler(0).get("game", {}).get("seed")
         """Get RNG seed from config file. NB: Must be before game instantiation."""
-        self.seed = set_random_seed(self.seed)
+        self.generate_seed_value = self.episode_scheduler(0).get("game", {}).get("generate_seed_value")
+        self.seed = set_random_seed(self.seed, self.generate_seed_value)
         self.io = PrimaiteIO.from_config(self.episode_scheduler(0).get("io_settings", {}))
         """Handles IO for the environment. This produces sys logs, agent logs, etc."""
         self.game: PrimaiteGame = PrimaiteGame.from_config(self.episode_scheduler(0))