diff --git a/examples/simple_example_3.py b/examples/simple_example_3.py
index 61ca23840d6c59e75d75d5a15fa9fb8118f45b95..61b83c3b9ec2d5f63203897aa52c87d27c4460bd 100644
--- a/examples/simple_example_3.py
+++ b/examples/simple_example_3.py
@@ -13,7 +13,7 @@ np.random.seed(1)
 
 env = RailEnv(width=7,
               height=7,
-              rail_generator=complex_rail_generator(nr_start_goal=10, nr_extra=1, min_dist=8, max_dist=99999, seed=0),
+              rail_generator=complex_rail_generator(nr_start_goal=10, nr_extra=1, min_dist=5, max_dist=99999, seed=0),
               schedule_generator=complex_schedule_generator(),
               number_of_agents=2,
               obs_builder_object=TreeObsForRailEnv(max_depth=2))