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        "__module__": "stable_baselines3.dqn.policies",
        "__firstlineno__": 217,
        "__doc__": "\nPolicy 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 0x7b949cd800e0>",
        "__static_attributes__": [],
        "__abstractmethods__": "frozenset()",
        "_abc_impl": "<_abc._abc_data object at 0x7b949cd79580>"
    },
    "verbose": 1,
    "policy_kwargs": {},
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    "_total_timesteps": 100000,
    "_num_timesteps_at_start": 0,
    "seed": 3316094011,
    "action_noise": null,
    "start_time": 1793400298790100313,
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        "val": 0.0001
    },
    "tensorboard_log": null,
    "_last_obs": {
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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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        "bounded_above": "[[[ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  ...\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]]\n\n [[ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  ...\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]]\n\n [[ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  ...\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]]\n\n [[ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  ...\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]\n  [ True  True  True ...  True  True  True]]]",
        "low_repr": null,
        "high_repr": null,
        "_np_random": "Generator(PCG64)"
    },
    "action_space": {
        ":type:": "<class 'gymnasium.spaces.discrete.Discrete'>",
        ":serialized:": "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",
        "dtype": "int64",
        "n": "6",
        "start": "0",
        "_shape": [],
        "_np_random": "Generator(PCG64)"
    },
    "n_envs": 1,
    "buffer_size": 100000,
    "batch_size": 32,
    "learning_starts": 100000,
    "tau": 1.0,
    "gamma": 0.99,
    "gradient_steps": 1,
    "optimize_memory_usage": false,
    "replay_buffer_class": {
        ":type:": "<class 'abc.ABCMeta'>",
        ":serialized:": "gAWVNQAAAAAAAACMIHN0YWJsZV9iYXNlbGluZXMzLmNvbW1vbi5idWZmZXJzlIwMUmVwbGF5QnVmZmVylJOULg==",
        "__module__": "stable_baselines3.common.buffers",
        "__firstlineno__": 158,
        "__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__": "\nReplay 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 0x7b949ceb91c0>",
        "add": "<function ReplayBuffer.add at 0x7b949ceb9260>",
        "sample": "<function ReplayBuffer.sample at 0x7b949ceb9300>",
        "_get_samples": "<function ReplayBuffer._get_samples at 0x7b949ceb93a0>",
        "_maybe_cast_dtype": "<staticmethod(<function ReplayBuffer._maybe_cast_dtype at 0x7b949ceb9440>)>",
        "__static_attributes__": [
            "actions",
            "buffer_size",
            "dones",
            "full",
            "handle_timeout_termination",
            "next_observations",
            "observations",
            "optimize_memory_usage",
            "pos",
            "rewards",
            "timeouts"
        ],
        "__abstractmethods__": "frozenset()",
        "_abc_impl": "<_abc._abc_data object at 0x7b949ce7d6c0>"
    },
    "replay_buffer_kwargs": {},
    "n_steps": 1,
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