Set default num_experiments to 1 in hl scripts

Author: MischaPanch

examples/atari/atari_dqn_hl.py

@@ -24,7 +24,7 @@
 def main(
     task: str = "PongNoFrameskip-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/atari/atari_iqn_hl.py

@@ -23,7 +23,7 @@
 def main(
     task: str = "PongNoFrameskip-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/atari/atari_ppo_hl.py

@@ -21,7 +21,7 @@
 def main(
     task: str = "PongNoFrameskip-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/atari/atari_sac_hl.py

@@ -20,7 +20,7 @@
 def main(
     task: str = "PongNoFrameskip-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/discrete/discrete_dqn_hl.py

@@ -17,7 +17,7 @@
 def main(
     task: str = "CartPole-v1",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/mujoco/mujoco_a2c_hl.py

@@ -20,7 +20,7 @@
 def main(
     task: str = "Ant-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/mujoco/mujoco_ddpg_hl.py

@@ -18,7 +18,7 @@
 def main(
     task: str = "Ant-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/mujoco/mujoco_npg_hl.py

@@ -19,7 +19,7 @@
 def main(
     task: str = "Ant-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/mujoco/mujoco_ppo_hl.py

@@ -19,7 +19,7 @@
 def main(
     task: str = "Ant-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """

examples/mujoco/mujoco_redq_hl.py

@@ -17,7 +17,7 @@
 def main(
     task: str = "Ant-v4",
     persistence_base_dir: str = "log",
-    num_experiments: int = 5,
+    num_experiments: int = 1,
     experiment_launcher: Literal["sequential", "joblib"] = "sequential",
 ) -> None:
     """