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README.md +1 -1
qrdqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
qrdqn-SpaceInvadersNoFrameskip-v4/data +13 -13
qrdqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
qrdqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
replay.mp4 +2 -2
results.json +1 -1

README.md CHANGED Viewed

@@ -16,7 +16,7 @@ model-index:
       type: SpaceInvadersNoFrameskip-v4
     metrics:
     - type: mean_reward
-      value: 13319.00 +/- 25218.01
       name: mean_reward
       verified: false
 ---

       type: SpaceInvadersNoFrameskip-v4
     metrics:
     - type: mean_reward
+      value: 6264.00 +/- 3562.06
       name: mean_reward
       verified: false
 ---

qrdqn-SpaceInvadersNoFrameskip-v4.zip CHANGED Viewed

@@ -1,3 +1,3 @@
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-oid sha256:e6fb8cb5ef747e7c98e390c8df7fd8fb5de67a638957905f5d3feeedbbca6bb9
-size 37025456

 version https://git-lfs.github.com/spec/v1
+oid sha256:e4f8dfdb9a198beff3d9282070f639c9840ef974fe8552af827ea478e6894a2f
+size 37025441

qrdqn-SpaceInvadersNoFrameskip-v4/data CHANGED Viewed

@@ -4,9 +4,9 @@
         ":serialized:": "gAWVLAAAAAAAAACMGnNiM19jb250cmliLnFyZHFuLnBvbGljaWVzlIwJQ25uUG9saWN5lJOULg==",
         "__module__": "sb3_contrib.qrdqn.policies",
         "__doc__": "\n    Policy class for QR-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 n_quantiles: Number of quantiles\n    :param net_arch: The specification of the network architecture.\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 0x7fa7815dc790>",
         "__abstractmethods__": "frozenset()",
-        "_abc_impl": "<_abc._abc_data object at 0x7fa7815d8c80>"
     },
     "verbose": 1,
     "policy_kwargs": {
@@ -41,7 +41,7 @@
         "_np_random": "RandomState(MT19937)"
     },
     "n_envs": 1,
-    "num_timesteps": 9100000,
     "_total_timesteps": 10000000,
     "_num_timesteps_at_start": 0,
     "seed": 0,
@@ -60,21 +60,21 @@
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@@ -87,12 +87,12 @@
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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: 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 0x7fa7819112d0>",
-        "add": "<function ReplayBuffer.add at 0x7fa781911360>",
-        "sample": "<function ReplayBuffer.sample at 0x7fa7819113f0>",
-        "_get_samples": "<function ReplayBuffer._get_samples at 0x7fa781911480>",
         "__abstractmethods__": "frozenset()",
-        "_abc_impl": "<_abc._abc_data object at 0x7fa781a986c0>"
     },
     "replay_buffer_kwargs": {
         "handle_timeout_termination": false

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         "__module__": "sb3_contrib.qrdqn.policies",
         "__doc__": "\n    Policy class for QR-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 n_quantiles: Number of quantiles\n    :param net_arch: The specification of the network architecture.\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 0x7fadbbe00790>",
         "__abstractmethods__": "frozenset()",
+        "_abc_impl": "<_abc._abc_data object at 0x7fadbbff5e00>"
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     "verbose": 1,
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         "_np_random": "RandomState(MT19937)"
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     "_total_timesteps": 10000000,
     "_num_timesteps_at_start": 0,
     "seed": 0,
     },
     "_last_original_obs": {
         ":type:": "<class 'numpy.ndarray'>",
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+    "_episode_num": 7496,
     "use_sde": false,
     "sde_sample_freq": -1,
+    "_current_progress_remaining": 0.0,
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         "__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    ",
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