Initial commit

dqn-SpaceInvadersNoFrameskip-v4.zip

@@ -1,3 +1,3 @@
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dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version

@@ -1 +1 @@
-2.4.0
+2.6.0

dqn-SpaceInvadersNoFrameskip-v4/data

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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 0x7d20b468ab90>",
+        "__init__": "<function CnnPolicy.__init__ at 0x7ba360297010>",
         "__abstractmethods__": "frozenset()",
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     "policy_kwargs": {},
@@ -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 0x7d20b49904c0>",
-        "add": "<function ReplayBuffer.add at 0x7d20b4990550>",
-        "sample": "<function ReplayBuffer.sample at 0x7d20b49905e0>",
-        "_get_samples": "<function ReplayBuffer._get_samples at 0x7d20b4990670>",
-        "_maybe_cast_dtype": "<staticmethod(<function ReplayBuffer._maybe_cast_dtype at 0x7d20b4990700>)>",
+        "__init__": "<function ReplayBuffer.__init__ at 0x7ba3605945e0>",
+        "add": "<function ReplayBuffer.add at 0x7ba360594670>",
+        "sample": "<function ReplayBuffer.sample at 0x7ba360594700>",
+        "_get_samples": "<function ReplayBuffer._get_samples at 0x7ba360594790>",
+        "_maybe_cast_dtype": "<staticmethod(<function ReplayBuffer._maybe_cast_dtype at 0x7ba360594820>)>",
         "__abstractmethods__": "frozenset()",
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     "replay_buffer_kwargs": {},
     "train_freq": {
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt

@@ -1,6 +1,6 @@
 - OS: Linux-6.8.0-52-generic-x86_64-with-glibc2.35 # 53~22.04.1-Ubuntu SMP PREEMPT_DYNAMIC Wed Jan 15 19:18:46 UTC 2
 - Python: 3.10.12
-- Stable-Baselines3: 2.4.0
+- Stable-Baselines3: 2.6.0
 - PyTorch: 2.6.0+cu124
 - GPU Enabled: True
 - Numpy: 1.23.5

replay.mp4

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results.json

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+{"mean_reward": 576.5, "std_reward": 191.62528538791534, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2025-04-23T11:34:47.763441"}