diff --git a/runner/frameworks/rl/sf_framework.py b/runner/frameworks/rl/sf_framework.py
index b7942135..b27a58ae 100644
--- a/runner/frameworks/rl/sf_framework.py
+++ b/runner/frameworks/rl/sf_framework.py
@@ -3,6 +3,7 @@
 import os
 import warnings
 from argparse import Namespace
+from pathlib import Path
 from typing import Any, Dict, Optional
 
 # from retinal_rl.rl.sample_factory.observer import RetinalAlgoObserver
@@ -68,6 +69,13 @@ def train(
         )
         # Run simulation
         if not (self.sf_cfg.dry_run):
+            # HACK: Create the directory for the vizdoom logs, before vizdoom tries to do it:
+            # Else envs will interfere in the creation process and crash, causing RolloutWorkers
+            # to stop and thus the whole training to abort.
+            (Path(self.cfg.path.run_dir) / "_vizdoom").mkdir(
+                parents=True, exist_ok=True
+            )
+
             cfg, runner = make_runner(self.sf_cfg)
             # if cfg.online_analysis:
             #     runner.register_observer(RetinalAlgoObserver(self.sf_cfg))