diff --git "a/dqn-SpaceInvadersNoFrameskip-v4/data" "b/dqn-SpaceInvadersNoFrameskip-v4/data"
--- "a/dqn-SpaceInvadersNoFrameskip-v4/data"
+++ "b/dqn-SpaceInvadersNoFrameskip-v4/data"
@@ -4,49 +4,49 @@
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         "__module__": "stable_baselines3.dqn.policies",
         "__doc__": "\n    Policy class for DQN when using images as input.\n\n    :param observation_space: Observation space\n    :param action_space: Action space\n    :param lr_schedule: Learning rate schedule (could be constant)\n    :param net_arch: The specification of the policy and value networks.\n    :param activation_fn: Activation function\n    :param features_extractor_class: Features extractor to use.\n    :param normalize_images: Whether to normalize images or not,\n         dividing by 255.0 (True by default)\n    :param optimizer_class: The optimizer to use,\n        ``th.optim.Adam`` by default\n    :param optimizer_kwargs: Additional keyword arguments,\n        excluding the learning rate, to pass to the optimizer\n    ",
-        "__init__": "<function CnnPolicy.__init__ at 0x7861def0fba0>",
+        "__init__": "<function CnnPolicy.__init__ at 0x78c8135e4cc0>",
         "__abstractmethods__": "frozenset()",
-        "_abc_impl": "<_abc._abc_data object at 0x7861def26640>"
+        "_abc_impl": "<_abc._abc_data object at 0x78c8135de740>"
     },
     "verbose": 1,
     "policy_kwargs": {},
-    "num_timesteps": 100000,
-    "_total_timesteps": 100000,
+    "num_timesteps": 1000000,
+    "_total_timesteps": 1000000,
     "_num_timesteps_at_start": 0,
     "seed": 0,
     "action_noise": null,
-    "start_time": 1741122549473297810,
+    "start_time": 1741124825530688956,
     "learning_rate": {
         ":type:": "<class 'function'>",
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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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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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         "dtype": "uint8",
         "_shape": [
             4,
@@ -63,7 +63,7 @@
     },
     "action_space": {
         ":type:": "<class 'gymnasium.spaces.discrete.Discrete'>",
-        ":serialized:": "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",
+        ":serialized:": "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",
         "n": "6",
         "start": "0",
         "_shape": [],
@@ -84,13 +84,13 @@
         "__module__": "stable_baselines3.common.buffers",
         "__annotations__": "{'observations': <class 'numpy.ndarray'>, 'next_observations': <class 'numpy.ndarray'>, 'actions': <class 'numpy.ndarray'>, 'rewards': <class 'numpy.ndarray'>, 'dones': <class 'numpy.ndarray'>, 'timeouts': <class 'numpy.ndarray'>}",
         "__doc__": "\n    Replay buffer used in off-policy algorithms like SAC/TD3.\n\n    :param buffer_size: Max number of element in the buffer\n    :param observation_space: Observation space\n    :param action_space: Action space\n    :param device: PyTorch device\n    :param n_envs: Number of parallel environments\n    :param optimize_memory_usage: Enable a memory efficient variant\n        of the replay buffer which reduces by almost a factor two the memory used,\n        at a cost of more complexity.\n        See https://github.com/DLR-RM/stable-baselines3/issues/37#issuecomment-637501195\n        and https://github.com/DLR-RM/stable-baselines3/pull/28#issuecomment-637559274\n        Cannot be used in combination with handle_timeout_termination.\n    :param handle_timeout_termination: Handle timeout termination (due to timelimit)\n        separately and treat the task as infinite horizon task.\n        https://github.com/DLR-RM/stable-baselines3/issues/284\n    ",
-        "__init__": "<function ReplayBuffer.__init__ at 0x7861df069c60>",
-        "add": "<function ReplayBuffer.add at 0x7861df069da0>",
-        "sample": "<function ReplayBuffer.sample at 0x7861df069e40>",
-        "_get_samples": "<function ReplayBuffer._get_samples at 0x7861df069ee0>",
-        "_maybe_cast_dtype": "<staticmethod(<function ReplayBuffer._maybe_cast_dtype at 0x7861df069f80>)>",
+        "__init__": "<function ReplayBuffer.__init__ at 0x78c818e4e840>",
+        "add": "<function ReplayBuffer.add at 0x78c818e4e8e0>",
+        "sample": "<function ReplayBuffer.sample at 0x78c818e4e980>",
+        "_get_samples": "<function ReplayBuffer._get_samples at 0x78c818e4ea20>",
+        "_maybe_cast_dtype": "<staticmethod(<function ReplayBuffer._maybe_cast_dtype at 0x78c818e4eac0>)>",
         "__abstractmethods__": "frozenset()",
-        "_abc_impl": "<_abc._abc_data object at 0x7861df1fb380>"
+        "_abc_impl": "<_abc._abc_data object at 0x78c818e59b80>"
     },
     "replay_buffer_kwargs": {},
     "train_freq": {
@@ -102,17 +102,17 @@
     "exploration_final_eps": 0.01,
     "exploration_fraction": 0.1,
     "target_update_interval": 1000,
-    "_n_calls": 100000,
+    "_n_calls": 1000000,
     "max_grad_norm": 10,
     "exploration_rate": 0.01,
     "lr_schedule": {
         ":type:": "<class 'function'>",
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     "batch_norm_stats": [],
     "batch_norm_stats_target": [],
     "exploration_schedule": {
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 }
\ No newline at end of file