Initial commit

dqn-SpaceInvadersNoFrameskip-v4.zip

@@ -1,3 +1,3 @@
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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 0x7f4be06f3040>",
+        "__init__": "<function CnnPolicy.__init__ at 0x7f4b1db833a0>",
         "__abstractmethods__": "frozenset()",
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     "policy_kwargs": {},
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         "__module__": "stable_baselines3.common.buffers",
         "__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:\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    :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    ",
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-        "_get_samples": "<function ReplayBuffer._get_samples at 0x7f4be07611f0>",
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+        "sample": "<function ReplayBuffer.sample at 0x7f4b1db614c0>",
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         "__abstractmethods__": "frozenset()",
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     "train_freq": {
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 }

dqn-SpaceInvadersNoFrameskip-v4/system_info.txt

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-OS: Linux-5.10.16.3-microsoft-standard-WSL2-x86_64-with-glibc2.17 #1 SMP Fri Apr 2 22:23:49 UTC 2021
-Python: 3.8.13
+OS: Linux-5.10.16.3-microsoft-standard-WSL2-x86_64-with-glibc2.10 #1 SMP Fri Apr 2 22:23:49 UTC 2021
+Python: 3.8.5
 Stable-Baselines3: 1.5.1a8
 PyTorch: 1.11.0
 GPU Enabled: True

replay.mp4

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results.json

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-{"mean_reward": 758.0, "std_reward": 206.44854080375575, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2022-06-23T14:21:51.218418"}
+{"mean_reward": 758.0, "std_reward": 206.44854080375575, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2022-06-23T18:56:38.779409"}