configure logger manually to change csv filename

examples/shields/rl/13_minigridsb.py

@@ -1,7 +1,7 @@
 from sb3_contrib import MaskablePPO
 from sb3_contrib.common.maskable.evaluation import evaluate_policy
 from sb3_contrib.common.wrappers import ActionMasker
-from stable_baselines3.common.logger import configure
+from stable_baselines3.common.logger import Logger, CSVOutputFormat, TensorBoardOutputFormat
 
 import gymnasium as gym
 
@@ -10,7 +10,7 @@ from minigrid.wrappers import RGBImgObsWrapper, ImgObsWrapper
 
 import time
 
-from utils import MiniGridShieldHandler, create_log_dir, ShieldingConfig, MiniWrapper
+from utils import MiniGridShieldHandler, create_log_dir, ShieldingConfig, MiniWrapper, expname
 from sb3utils import MiniGridSbShieldingWrapper, parse_sb3_arguments, ImageRecorderCallback, InfoCallback
 from stable_baselines3.common.callbacks import EvalCallback
 
@@ -31,7 +31,7 @@ def main():
     shield_value = args.shield_value
     shield_comparison = args.shield_comparison
     log_dir = create_log_dir(args)
-    new_logger = configure(log_dir, ["csv", "tensorboard"])
+    new_logger = Logger(log_dir, output_formats=[CSVOutputFormat(os.path.join(log_dir, f"progress_{expname(args)}.csv")), TensorBoardOutputFormat(log_dir)])
 
     env = gym.make(args.env, render_mode="rgb_array")
     env = RGBImgObsWrapper(env)